sim_arguments <- list(
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, 0.15),
outcome_type = 'binary'
)
)
prop_data <- simulate_propensity(sim_arguments)
# prop_data |> ggformula::gf_density(~ ses, fill = ~factor(trt))
# prop_data |> ggformula::gf_density(~ age, fill = ~factor(trt))
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id error
## 1 1 -20.226141182 1 3 2.954775206 1 0.750026529
## 2 1 -7.490679620 1 -3 -3.528203718 2 0.118249670
## 3 1 -16.125839573 1 6 4.933441999 3 -1.188047073
## 4 1 3.781436764 1 5 0.161795225 4 7.815044107
## 5 1 26.181660690 1 -7 -2.480217866 5 -0.088093375
## 6 1 -2.642434864 0 -7 8.366245297 6 1.712901619
## 7 1 -5.828875327 1 4 -5.256333071 7 -4.205412827
## 8 1 36.588154665 1 -1 0.140079107 8 2.338189630
## 9 1 10.338440849 0 2 2.634450455 9 -2.132025342
## 10 1 40.155655867 1 -4 6.353934600 10 2.403102384
## 11 1 46.297221425 1 4 -2.937962229 11 1.799508193
## 12 1 12.030590784 1 -2 -2.152357221 12 -0.490826976
## 13 1 -16.316030889 1 4 -0.114831313 13 -0.632547275
## 14 1 13.822094047 1 0 0.374369613 14 5.545567904
## 15 1 20.895671968 1 2 -10.449978079 15 1.542430354
## 16 1 -8.192980448 1 1 5.119485865 16 -1.737663422
## 17 1 22.034451410 1 6 3.116200658 17 5.927179127
## 18 1 33.593509262 1 -4 -6.836650042 18 -1.438759904
## 19 1 -17.018234492 0 -4 0.222947613 19 1.257481317
## 20 1 6.042164381 0 -6 1.831368995 20 -1.489699036
## 21 1 18.938440349 1 -6 -0.892348487 21 -2.324748255
## 22 1 36.585653028 1 7 10.508387967 22 -4.132211365
## 23 1 6.013838484 0 -7 -1.212048289 23 -1.953736020
## 24 1 -17.581887031 1 2 0.058586076 24 -2.482515542
## 25 1 10.080013505 1 -5 -13.892168443 25 -0.003340862
## 26 1 -3.902597980 0 -5 1.372456974 26 -4.478585028
## 27 1 16.069000547 1 -5 -3.113659639 27 0.339640501
## 28 1 -16.393086359 1 -4 -5.139158587 28 -3.051612910
## 29 1 -48.608374804 0 2 3.644950546 29 -4.584101012
## 30 1 19.826140837 1 7 -1.962307183 30 0.979951740
## 31 1 -11.277585257 0 -5 1.789227877 31 -0.222967432
## 32 1 28.794787699 1 7 -3.775949300 32 0.802932812
## 33 1 -3.275533676 1 -5 0.333448564 33 3.713799476
## 34 1 -35.596624537 1 1 1.286778252 34 -2.151358230
## 35 1 26.363637498 1 1 -0.454815282 35 0.816803500
## 36 1 9.840401825 1 0 -3.652540133 36 1.315272253
## 37 1 -7.517528891 1 -5 -1.979206232 37 -6.402510286
## 38 1 27.086908281 1 2 -7.079042577 38 -3.219038550
## 39 1 34.397574968 1 -5 -0.544694590 39 -0.496349275
## 40 1 14.589265797 1 -4 0.371499550 40 -3.652505589
## 41 1 17.411507604 1 3 2.250950726 41 1.683850319
## 42 1 21.419894504 1 3 1.936729091 42 -0.700419305
## 43 1 -17.191349622 1 2 -1.291475068 43 -1.684717135
## 44 1 55.619417201 1 -5 7.617453013 44 -0.799285155
## 45 1 -15.834627711 1 1 2.756717191 45 1.675224396
## 46 1 -48.216645129 0 -7 1.649508867 46 -1.135302578
## 47 1 -5.658817814 1 -5 0.864613477 47 5.809993624
## 48 1 22.620101677 0 -5 2.133207681 48 -1.634578147
## 49 1 -12.000164599 1 -3 -4.068497924 49 1.340200373
## 50 1 -0.264383692 1 -2 3.256775470 50 -4.564393000
## 51 1 9.941663793 0 -7 4.599908980 51 -4.879307114
## 52 1 40.066375493 0 -7 1.950508939 52 -0.272184506
## 53 1 -26.336910404 0 1 4.783620490 53 -0.089251954
## 54 1 26.039632657 1 3 -0.849867817 54 -3.571454040
## 55 1 -38.793398003 1 1 -1.899889581 55 -2.372290390
## 56 1 -12.642586688 1 0 0.721039785 56 -0.973305522
## 57 1 -3.865034645 1 7 -3.591420445 57 -2.017293288
## 58 1 -38.381799814 0 -5 1.030543240 58 2.447287783
## 59 1 6.840027644 0 0 -1.836671806 59 0.363596721
## 60 1 -0.432732119 0 2 3.942214385 60 1.465797716
## 61 1 -8.025461949 1 1 -1.554763977 61 -4.209326757
## 62 1 -1.398401682 1 4 -4.295700496 62 1.811654820
## 63 1 3.029043977 1 3 5.426398314 63 0.379193330
## 64 1 -38.578895384 1 1 -3.923896620 64 0.414277708
## 65 1 -8.071686009 0 0 -6.104801168 65 -1.719475229
## 66 1 11.425770271 1 7 -5.283457160 66 1.156773435
## 67 1 17.789329786 1 1 -4.984452770 67 4.798803187
## 68 1 28.043807755 0 1 -3.363025425 68 -4.796199240
## 69 1 23.373781278 0 5 3.326341836 69 1.920440883
## 70 1 -37.867961956 0 -2 11.180388415 70 1.270611912
## 71 1 1.943141337 1 1 -3.008990846 71 -1.951057968
## 72 1 5.135308701 1 4 -1.458088710 72 -0.289790057
## 73 1 -12.135103843 1 -3 -4.204874310 73 2.215131285
## 74 1 35.012491717 1 6 10.158497576 74 2.384127877
## 75 1 -20.799395860 1 -5 2.146860626 75 -0.384662358
## 76 1 18.737823220 0 -1 4.055087606 76 2.563700756
## 77 1 -28.618008686 1 -2 -0.871499743 77 0.414606807
## 78 1 1.317347114 1 6 -1.581857416 78 1.037977841
## 79 1 2.577216044 1 6 -2.465009474 79 -0.521589095
## 80 1 18.919682842 0 0 0.953892371 80 1.285247997
## 81 1 -7.940087692 1 2 -5.518724919 81 2.444418407
## 82 1 -26.334167189 1 -4 -0.532066568 82 1.670246457
## 83 1 -0.426852705 1 -2 7.294963564 83 -0.590128179
## 84 1 28.420255411 1 1 -1.537371491 84 4.911893714
## 85 1 -3.607639143 1 1 3.785907057 85 2.358244144
## 86 1 -1.254163015 1 2 -8.554126950 86 -2.605166287
## 87 1 -12.615604696 1 7 2.976548039 87 -3.190370851
## 88 1 3.291452127 1 0 -10.339833252 88 0.681601838
## 89 1 -1.219427637 1 -7 -0.428698780 89 -2.027925786
## 90 1 5.061885082 1 7 0.161432749 90 2.333466711
## 91 1 18.523670875 1 -4 1.448431987 91 -0.629668080
## 92 1 11.257257990 1 -2 4.044690344 92 2.251839225
## 93 1 -29.451168410 1 7 1.631312357 93 4.845736683
## 94 1 24.432043582 1 3 -8.519287396 94 -4.025908558
## 95 1 16.181078860 0 2 2.627522946 95 -0.141142173
## 96 1 32.426275529 1 7 -4.015169249 96 -2.716030685
## 97 1 -6.917215345 1 -6 -1.188278604 97 0.743261281
## 98 1 6.972488065 1 -3 4.276745293 98 3.119655303
## 99 1 -7.370479797 1 -2 -2.347435224 99 1.627187588
## 100 1 11.090257967 0 -6 0.590063920 100 1.264474003
## 101 1 6.672095471 1 2 6.237207774 101 0.534891919
## 102 1 8.405713663 1 -3 -3.441986493 102 -1.265116413
## 103 1 -12.587260258 1 -3 -6.917847875 103 -3.328225204
## 104 1 -2.441933615 1 -4 -0.214662076 104 3.475620042
## 105 1 -11.008466021 1 -6 -1.046171149 105 1.205449635
## 106 1 9.710972763 1 -1 -7.334967272 106 2.887886682
## 107 1 26.640220616 0 -6 11.178891900 107 -2.272561896
## 108 1 1.312845398 1 1 -3.125724817 108 3.047043597
## 109 1 45.838754849 1 -7 -5.839568927 109 4.692583971
## 110 1 -15.425100671 0 -5 0.747644157 110 -4.207700202
## 111 1 18.383923492 1 5 4.306599502 111 2.261552855
## 112 1 -6.431093599 0 -4 -5.231017035 112 -1.449080464
## 113 1 13.493738784 1 -2 0.861300056 113 -8.700070330
## 114 1 -29.337919296 1 3 -1.535103755 114 -0.671175866
## 115 1 11.319996638 0 3 4.516728049 115 -0.078507145
## 116 1 6.528605880 0 7 4.926243468 116 1.744719158
## 117 1 6.932575528 0 2 8.219142418 117 -3.352145984
## 118 1 0.386333975 0 -6 4.072798622 118 -1.312174991
## 119 1 13.777893890 0 4 4.125565803 119 -1.296239769
## 120 1 -32.600633152 1 -2 -1.728869611 120 -0.304126667
## 121 1 3.268232007 1 7 2.055736674 121 -0.463065012
## 122 1 32.282683507 1 -7 -3.216071915 122 1.319474328
## 123 1 8.954615688 1 -3 4.710297384 123 3.121244453
## 124 1 9.675958641 1 2 2.347958919 124 0.556582527
## 125 1 -36.046231724 1 -5 -3.310561190 125 3.249583844
## 126 1 0.217996750 1 -1 -1.547355511 126 -4.679046580
## 127 1 -6.951356075 1 -3 3.972871318 127 -0.043414673
## 128 1 -11.420423842 1 5 -4.574254782 128 -0.315868863
## 129 1 -2.636162643 1 -7 -2.327601547 129 -1.881740134
## 130 1 38.206366222 1 -2 4.098346815 130 -0.126073105
## 131 1 4.067631967 0 2 7.605178690 131 -2.766454514
## 132 1 -14.895593752 1 5 1.326773952 132 4.366329165
## 133 1 -9.395918296 1 6 3.095334699 133 -0.495104382
## 134 1 -20.190045688 0 -2 2.355404183 134 -0.767287635
## 135 1 6.555414430 0 -7 2.315721067 135 -0.524118053
## 136 1 8.948429395 0 3 -0.800806814 136 -2.022108051
## 137 1 29.935026978 1 -5 -0.178427360 137 -1.616016541
## 138 1 5.299618581 0 -7 -2.873424079 138 2.207440188
## 139 1 -0.288802662 0 6 4.226750084 139 4.457754735
## 140 1 -31.498777022 1 -3 -2.908830613 140 -1.633647205
## 141 1 0.763019685 1 6 -2.511785528 141 -1.145237607
## 142 1 -59.443528118 0 -7 5.440381323 142 -0.680971572
## 143 1 -17.538747773 1 -4 -1.964765097 143 -2.782401365
## 144 1 12.025787332 1 6 -3.302305596 144 -0.414359985
## 145 1 20.936710342 0 -2 -0.745125634 145 -5.746871874
## 146 1 4.734085396 1 6 -4.377426488 146 2.665506883
## 147 1 21.009446201 0 3 8.495007854 147 -2.435973198
## 148 1 -14.402858498 1 -7 0.340951308 148 -1.853056098
## 149 1 -1.967190588 0 1 2.665937901 149 -1.717219964
## 150 1 5.409705212 1 0 -0.404744966 150 -1.718797047
## 151 1 -1.484247345 0 0 12.233907139 151 -1.171699237
## 152 1 -21.831098815 1 -7 1.919495168 152 3.531919140
## 153 1 11.530222700 1 -4 -5.260857890 153 0.031175067
## 154 1 21.020758143 1 3 -8.611169134 154 6.995930232
## 155 1 -8.396890358 0 2 -3.154096248 155 -5.902784453
## 156 1 12.118392958 1 1 -4.767979897 156 -7.213414180
## 157 1 20.721247545 0 -4 -0.399912326 157 -3.238120020
## 158 1 -16.798730745 0 -6 5.313479511 158 2.422403521
## 159 1 30.408828916 0 0 6.755284179 159 -1.221610925
## 160 1 41.021601781 1 6 1.166451102 160 -2.987443816
## 161 1 18.931410247 1 -7 1.669493957 161 -0.387968360
## 162 1 -15.669127659 1 -4 -3.823851290 162 2.142075871
## 163 1 21.955410061 1 -1 3.846922301 163 -6.504228147
## 164 1 42.598631217 0 1 -1.075064807 164 4.451078060
## 165 1 -9.914791683 1 7 1.916902926 165 1.965800010
## 166 1 2.675691584 1 4 -2.712476806 166 4.905213389
## 167 1 -45.048913760 1 1 -10.472891099 167 2.152847637
## 168 1 6.595583352 1 4 1.890250293 168 1.903840981
## 169 1 12.340285768 1 7 -3.529671141 169 2.251984226
## 170 1 -10.840188764 0 -3 -2.935522649 170 -1.516425603
## 171 1 5.998924567 1 -6 0.500431796 171 3.818610940
## 172 1 20.096889641 0 -7 6.010331794 172 -3.863115241
## 173 1 6.790873093 1 1 3.299219980 173 -2.128857312
## 174 1 -22.567561406 1 5 -3.133726778 174 5.741514480
## 175 1 9.222023913 1 0 -2.648880530 175 -0.721643563
## 176 1 15.972577812 1 -3 4.382515935 176 3.369247912
## 177 1 32.459264383 1 -5 -0.250691059 177 -1.916768421
## 178 1 5.657295692 1 7 11.401951764 178 -3.223726828
## 179 1 -29.245752673 1 6 6.899052819 179 0.154324852
## 180 1 -24.353935132 1 -1 -2.868180171 180 -4.068790320
## 181 1 5.036823087 1 -2 -7.084187140 181 -6.041616726
## 182 1 8.265203477 1 -6 -6.224537295 182 0.275729049
## 183 1 6.257315062 0 0 4.500412400 183 -5.458582393
## 184 1 -22.773427764 0 -7 9.947151283 184 0.189414271
## 185 1 -5.373255833 1 3 -13.934876432 185 -0.064392736
## 186 1 40.293651507 1 -2 -0.115676521 186 0.697334114
## 187 1 68.189097548 1 -2 1.020804197 187 -5.648188460
## 188 1 14.517978582 1 -5 0.221142623 188 -3.162949686
## 189 1 21.681233875 1 -2 3.135487439 189 0.515239375
## 190 1 16.238995681 1 -7 -4.736247771 190 7.296652636
## 191 1 2.774816670 1 4 -5.614134719 191 2.435552848
## 192 1 -2.029976563 1 2 -0.101618247 192 2.064486726
## 193 1 3.931604907 1 6 6.125127717 193 -2.402031190
## 194 1 7.209003154 1 0 0.415294923 194 0.604231325
## 195 1 14.222196019 1 -1 -9.429575852 195 0.061181973
## 196 1 -17.739163122 1 1 5.284635638 196 -3.431852160
## 197 1 -35.745067837 1 -4 3.064560943 197 1.431907654
## 198 1 -6.437625491 0 -7 2.948250454 198 -2.187540451
## 199 1 5.285612326 0 -7 -0.332256705 199 0.734808851
## 200 1 -11.358184929 1 5 -3.040539404 200 -1.745398643
## 201 1 22.024710162 0 -4 4.736522872 201 0.856600964
## 202 1 21.394188233 1 -2 1.965849788 202 2.550710056
## 203 1 22.351215906 1 5 -1.926029656 203 3.282163412
## 204 1 -17.364638632 1 4 -3.046315609 204 0.823165117
## 205 1 -42.158112554 1 -3 -1.921925730 205 -2.376136458
## 206 1 42.624943626 1 -3 -4.507118346 206 -0.278558660
## 207 1 39.824029100 0 5 4.364729467 207 0.188527828
## 208 1 11.933221511 0 -5 2.809106293 208 2.385801945
## 209 1 -15.019766022 1 -2 -8.786392610 209 -0.925385458
## 210 1 -21.459190273 1 -7 -4.060580475 210 -3.631694173
## 211 1 16.854441797 1 3 1.193452937 211 1.876633370
## 212 1 41.437551252 0 -2 12.530008597 212 -0.772028141
## 213 1 -6.029000048 1 -5 -4.902935825 213 -3.976985042
## 214 1 -38.770015903 0 0 7.830625277 214 -2.123854207
## 215 1 -7.257890778 1 7 -3.794337177 215 1.026139173
## 216 1 20.861345960 0 -7 2.469225522 216 8.052832513
## 217 1 16.704770142 1 1 -1.635752260 217 -0.693185691
## 218 1 9.606549727 1 3 -2.174395199 218 5.843353001
## 219 1 -15.307745442 0 -2 7.598615530 219 -1.673763388
## 220 1 -5.588543422 1 3 0.018389016 220 5.257484506
## 221 1 -32.353904718 1 -2 -2.011699751 221 -3.182951062
## 222 1 4.196134177 1 3 -7.477332166 222 2.650953673
## 223 1 30.539633906 1 -7 -4.729927566 223 0.017722118
## 224 1 -12.293739090 0 2 4.532147541 224 6.777331454
## 225 1 -34.343081659 1 6 -9.069338114 225 -2.374180943
## 226 1 27.225299905 1 -5 -4.758877158 226 3.569956858
## 227 1 -9.447590037 1 -6 5.634260496 227 2.434484630
## 228 1 -12.058335946 1 7 0.699445324 228 -1.471415870
## 229 1 20.007053130 1 -1 0.501699884 229 -5.510127988
## 230 1 -21.997251451 1 -3 -6.022643147 230 4.719019024
## 231 1 -36.029087227 1 -2 -0.417291482 231 -0.038780139
## 232 1 -9.248830669 1 -3 -3.985411234 232 -2.367867082
## 233 1 -25.011893797 0 1 5.507622893 233 -1.339574310
## 234 1 25.680548634 1 -4 0.542052031 234 -2.378307586
## 235 1 30.740715839 1 -5 -5.952533995 235 -2.227937976
## 236 1 -14.177203017 0 -2 1.399606380 236 0.505982214
## 237 1 -7.676631217 0 -7 3.887038866 237 -1.618652208
## 238 1 -2.024515483 1 -5 -1.105448620 238 -3.214252134
## 239 1 -13.275602319 0 -3 -0.688384177 239 5.346589087
## 240 1 48.155975966 1 4 0.576150216 240 -1.564433108
## 241 1 12.044364423 0 -6 7.666347864 241 0.879008543
## 242 1 33.693692191 0 -4 -3.278872301 242 -1.614392968
## 243 1 -5.949181992 0 1 4.291893504 243 -0.072129274
## 244 1 6.043216789 1 2 -5.938352759 244 -4.847003897
## 245 1 -6.441468531 1 0 2.697701902 245 1.361108880
## 246 1 10.329432062 1 4 -1.331810814 246 -1.993633820
## 247 1 -16.960109363 0 -4 3.790861173 247 1.043990535
## 248 1 -4.686035555 1 0 -5.157010146 248 -0.841655505
## 249 1 -9.972295613 1 1 5.124657552 249 -2.245526705
## 250 1 25.053802261 1 -2 -0.726307961 250 3.321355196
## 251 1 8.229287217 1 -4 0.546119151 251 -2.072303724
## 252 1 -20.678834146 1 -5 -7.392993973 252 -2.627937523
## 253 1 -1.772706716 1 0 -11.395956112 253 -0.356005835
## 254 1 -19.426045687 1 -2 3.000384452 254 5.736613397
## 255 1 2.271477119 1 -3 -1.732890997 255 -7.344838242
## 256 1 37.820669320 1 7 -1.425768360 256 -2.134152601
## 257 1 23.356054306 1 0 -3.238260790 257 1.464915310
## 258 1 -8.594627863 0 -6 -6.361073502 258 -3.368787277
## 259 1 -8.301383195 0 -1 -0.875865904 259 1.371476012
## 260 1 -19.017212057 1 7 -11.006597887 260 -0.560305384
## 261 1 26.707859456 1 -4 2.899379897 261 0.839505012
## 262 1 -18.172505532 1 -7 0.313982355 262 1.142168262
## 263 1 -36.540226561 0 2 8.875622590 263 -0.008316246
## 264 1 -2.086635108 0 -4 6.918473499 264 -4.640163875
## 265 1 41.274048669 1 4 8.154801432 265 -4.606649547
## 266 1 29.133390088 1 7 -4.041956491 266 -6.059305239
## 267 1 4.886892636 1 -2 0.477827257 267 -3.702518056
## 268 1 8.584484286 0 7 4.584040951 268 -2.147386488
## 269 1 27.826047885 1 2 2.369217715 269 -0.562280150
## 270 1 -4.407351609 1 7 -1.976228580 270 2.898838580
## 271 1 41.128800126 1 -1 2.146992719 271 3.471474130
## 272 1 -0.798850626 0 -7 4.254653954 272 -0.995402782
## 273 1 13.600903212 1 0 -0.851973089 273 -0.616233325
## 274 1 -6.207545322 1 -7 -0.003957019 274 0.190536113
## 275 1 -5.389936473 0 -3 4.303207477 275 -3.124158100
## 276 1 -16.992499951 1 4 3.201711901 276 0.192717374
## 277 1 -5.719788659 1 -6 0.534381448 277 -3.604381671
## 278 1 -23.284664930 1 -3 -7.302388822 278 -4.367308695
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## 921 1 -18.172168634 0 -2 4.703889962 921 1.577027198
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## 925 1 3.056214655 1 0 -2.394661437 925 -3.904249257
## 926 1 6.538417148 1 7 -6.571013705 926 5.501517400
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## 929 1 7.353031670 1 5 1.872998291 929 2.739355968
## 930 1 -15.723741080 1 4 4.048922108 930 7.433059276
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## 935 1 -42.514659070 1 1 -7.113995746 935 0.304085622
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## 946 1 -26.882439943 0 0 2.482534665 946 0.501561864
## 947 1 -5.027070486 1 3 6.765158174 947 2.793517851
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## 981 1 -18.177957900 1 5 1.012272223 981 -1.385610932
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## 984 1 -9.208231229 0 -3 10.554792720 984 3.963980693
## 985 1 4.930128018 0 -7 0.531595903 985 -2.606651903
## 986 1 -19.994985872 0 -5 1.443191410 986 -7.119843586
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## 988 1 -11.031243344 1 4 1.296230942 988 3.243390007
## 989 1 22.469278159 1 6 -2.476153692 989 3.268034108
## 990 1 23.275513249 1 -1 -1.447508337 990 3.008368508
## 991 1 3.606519682 0 -7 3.203419766 991 0.475489713
## 992 1 -13.051738850 1 -3 -0.707314307 992 0.190142994
## 993 1 11.007686809 1 -3 -4.399236930 993 -5.839361097
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## 998 1 23.885768774 0 4 4.045209623 998 0.439767025
## 999 1 21.301854304 0 -6 5.260219579 999 2.449137045
## 1000 1 -32.249578725 0 5 7.883550864 1000 1.930632169
## fixed_outcome random_effects achievement
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## 2 47.02168 0 47.13993
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## 24 44.38189 0 41.89938
## 25 51.25896 0 51.25562
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## 215 48.04826 0 49.07440
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## 887 48.41782 0 42.34791
## 888 45.44038 0 44.07324
## 889 43.82846 0 40.47985
## 890 52.84252 0 53.37788
## 891 44.01766 0 38.37852
## 892 52.88877 0 53.00168
## 893 47.01403 0 43.91679
## 894 44.22611 0 48.19225
## 895 49.45921 0 45.88106
## 896 61.13268 0 67.79815
## 897 52.11333 0 49.29489
## 898 48.89686 0 52.94650
## 899 61.51898 0 60.16230
## 900 48.87504 0 45.62733
## 901 45.50939 0 47.99000
## 902 42.22804 0 42.62871
## 903 52.64778 0 52.85094
## 904 39.26965 0 41.30120
## 905 56.99808 0 57.28878
## 906 61.04475 0 64.42263
## 907 35.56650 0 36.44113
## 908 57.54542 0 58.53500
## 909 47.76335 0 51.24016
## 910 52.13803 0 55.59823
## 911 47.82870 0 54.74413
## 912 44.80369 0 40.85727
## 913 51.07270 0 51.22818
## 914 52.54214 0 54.13765
## 915 54.02123 0 59.32670
## 916 43.85128 0 43.20230
## 917 52.46487 0 51.08479
## 918 52.60895 0 53.01861
## 919 41.53947 0 42.23343
## 920 47.60247 0 51.60873
## 921 43.70711 0 45.28413
## 922 41.25241 0 40.45863
## 923 60.67195 0 58.88487
## 924 58.00402 0 55.67107
## 925 51.82382 0 47.91957
## 926 52.87261 0 58.37413
## 927 46.40433 0 44.94995
## 928 47.55655 0 51.16991
## 929 55.10946 0 57.84882
## 930 46.32273 0 53.75579
## 931 39.03783 0 35.02495
## 932 59.22115 0 56.11692
## 933 50.03936 0 47.74204
## 934 41.43690 0 38.24866
## 935 32.51564 0 32.81972
## 936 40.82450 0 41.55732
## 937 47.89547 0 53.10714
## 938 53.30081 0 49.29076
## 939 45.75698 0 48.60274
## 940 55.55330 0 55.85748
## 941 44.12653 0 42.61655
## 942 39.32604 0 41.45575
## 943 52.39759 0 51.64305
## 944 38.67085 0 37.91099
## 945 48.35650 0 49.67146
## 946 39.86766 0 40.36922
## 947 51.18046 0 53.97398
## 948 73.72453 0 76.85426
## 949 45.64841 0 46.53359
## 950 47.27924 0 50.23731
## 951 55.25810 0 50.74062
## 952 49.92331 0 55.54584
## 953 39.90305 0 39.14142
## 954 56.82937 0 56.37826
## 955 45.94474 0 51.29470
## 956 34.66390 0 39.16148
## 957 31.22911 0 35.87381
## 958 50.32273 0 50.37421
## 959 45.46235 0 48.36320
## 960 50.69558 0 53.31752
## 961 50.22254 0 47.68565
## 962 52.67093 0 54.09385
## 963 48.13452 0 49.09936
## 964 49.64543 0 53.60754
## 965 55.02668 0 47.62213
## 966 48.65367 0 49.94457
## 967 48.03326 0 47.26785
## 968 41.14404 0 42.82980
## 969 42.89363 0 46.65373
## 970 60.42502 0 60.30425
## 971 53.37088 0 56.21343
## 972 65.76433 0 64.11125
## 973 53.29328 0 50.93665
## 974 42.88440 0 41.81695
## 975 46.44792 0 50.08647
## 976 56.08153 0 58.09976
## 977 68.95509 0 65.96120
## 978 52.28559 0 51.84696
## 979 58.42156 0 55.82570
## 980 47.48758 0 53.13310
## 981 44.68188 0 43.29627
## 982 46.88789 0 44.73045
## 983 64.03012 0 62.03417
## 984 48.65541 0 52.61939
## 985 51.40495 0 48.79830
## 986 41.86280 0 34.74296
## 987 50.57697 0 51.12162
## 988 47.51156 0 50.75495
## 989 60.16867 0 63.43671
## 990 60.04833 0 63.05670
## 991 51.54346 0 52.01895
## 992 45.50248 0 45.69262
## 993 54.20327 0 48.36390
## 994 28.04200 0 28.11850
## 995 53.59475 0 56.51452
## 996 39.64990 0 40.08806
## 997 62.92202 0 59.76006
## 998 60.96561 0 61.40538
## 999 59.23580 0 61.68493
## 1000 39.57106 0 41.50169This is a two-step process, estimate propensity scores, then estimate final model.
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 6 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.9 0.206 242. 0
## 2 motivation 0.404 0.00523 77.4 0
## 3 trt 1.04 0.264 3.94 8.85e- 5
## 4 age 0.109 0.0254 4.29 1.93e- 5
## 5 ses 0.238 0.0237 10.1 1.05e-22
## 6 propensity NA NA NA NA
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.8 0.204 245. 0
## 2 motivation 0.396 0.00498 79.5 0
## 3 trt 1.49 0.260 5.74 1.24e- 8
## 4 age 0.109 0.0239 4.55 6.11e- 6
## 5 ses 0.245 0.0226 10.8 7.57e-26
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
generate_response(sim_arguments)|>
fit_propensity(sim_arguments) |>
model_fit(sim_arguments) |>
extract_coefficients()## # A tibble: 5 × 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 (Intercept) 49.8 0.207 241. 0
## 2 motivation 0.396 0.00509 77.9 0
## 3 trt 1.25 0.262 4.77 2.08e- 6
## 4 age 0.106 0.0239 4.44 1.00e- 5
## 5 ses 0.244 0.0237 10.3 1.24e-23
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'covariate'
),
replications = 20,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 6 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.150 0.204 0.736
## 2 age 0.0967 0.95 0.0242 0.0243 0.993
## 3 motiv… 0.400 1 0.00518 0.00502 1.03
## 4 prope… NA NA NA NA NA
## 5 ses 0.255 1 0.0246 0.0229 1.08
## 6 trt 1.28 1 0.187 0.258 0.727
## # ℹ 1 more variable: replications <dbl>
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'ipw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.307 0.216 1.42
## 2 age 0.101 0.88 0.0420 0.0252 1.66
## 3 motiv… 0.400 1 0.00975 0.00502 1.94
## 4 ses 0.245 0.996 0.0544 0.0205 2.65
## 5 trt 1.17 0.938 0.374 0.263 1.42
## # ℹ 1 more variable: replications <dbl>
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses,
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = 1000,
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
propensity = list(
formula = trt ~ 1 + age + ses,
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5)),
sample_size = 1000,
error = list(variance = 5),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
),
model_fit = list(formula = achievement ~ 1 + motivation + trt + age + ses,
model_function = 'lm'),
propensity_model = list(
formula = trt ~ 1 + age + ses,
propensity_type = 'sbw',
model_function = stats::glm,
propensity_model_args = list(
family = binomial()
)
),
replications = 500,
extract_coefficients = TRUE
)
replicate_simulation(sim_arguments) |>
compute_statistics(sim_arguments, alternative_power = FALSE,
type_1_error = FALSE)## # A tibble: 5 × 7
## term avg_estimate power param_estimate_sd avg_standard_error precision_ratio
## <chr> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 (Inte… 50.0 1 0.301 0.216 1.39
## 2 age 0.100 0.864 0.0401 0.0252 1.59
## 3 motiv… 0.400 1 0.00927 0.00502 1.85
## 4 ses 0.250 1 0.0524 0.0205 2.55
## 5 trt 1.19 0.936 0.381 0.262 1.45
## # ℹ 1 more variable: replications <dbl>
level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary'
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 26.29533622 1 0 -1.3964820 1 1
## 2 1 5.19912952 1 -5 -1.3964820 2 1
## 3 1 -9.73061586 1 2 -1.3964820 3 1
## 4 1 -4.70751750 1 -4 -1.3964820 4 1
## 5 1 -29.37682859 1 1 -1.3964820 5 1
## 6 1 11.71262150 1 4 -1.3964820 6 1
## 7 1 3.39888171 1 2 -1.3964820 7 1
## 8 1 12.06585034 1 -7 -1.3964820 8 1
## 9 1 -24.34033685 1 -7 -1.3964820 9 1
## 10 1 -5.65330265 1 7 -1.3964820 10 1
## 11 1 8.83336385 1 3 -1.3964820 11 1
## 12 1 -9.85384734 1 -6 -1.3964820 12 1
## 13 1 17.74447124 1 -3 -1.3964820 13 1
## 14 1 -14.75165063 1 7 -1.3964820 14 1
## 15 1 -22.38890824 1 -3 -1.3964820 15 1
## 16 1 31.44926674 1 1 -1.3964820 16 1
## 17 1 21.30399355 1 -4 -1.3964820 17 1
## 18 1 -75.29013382 1 3 -1.3964820 18 1
## 19 1 10.78311506 0 -5 -1.3964820 19 1
## 20 1 -32.56227357 1 -7 -1.3964820 20 1
## 21 1 29.93037982 1 -2 -1.3964820 21 1
## 22 1 -12.18302750 1 7 -1.3964820 22 1
## 23 1 -0.96431520 1 -6 -2.9513919 1 2
## 24 1 40.37493979 1 0 -2.9513919 2 2
## 25 1 -32.36541680 1 4 -2.9513919 3 2
## 26 1 7.86468290 1 -5 -2.9513919 4 2
## 27 1 -17.22400104 1 7 -2.9513919 5 2
## 28 1 2.61283815 1 -2 -2.9513919 6 2
## 29 1 -11.14184619 1 -3 -2.9513919 7 2
## 30 1 14.09486229 1 3 -2.9513919 8 2
## 31 1 2.95872396 1 1 -2.9513919 9 2
## 32 1 18.77560644 1 0 -2.9513919 10 2
## 33 1 -8.98343872 1 6 -2.9513919 11 2
## 34 1 17.79709495 1 -2 -2.9513919 12 2
## 35 1 6.85995037 1 0 -2.9513919 13 2
## 36 1 22.04159773 1 -4 -2.9513919 14 2
## 37 1 -6.99544509 1 -1 -2.9513919 15 2
## 38 1 -15.03945764 1 2 -2.9513919 16 2
## 39 1 -12.08160825 1 2 -2.9513919 17 2
## 40 1 3.42952745 1 -2 -2.9513919 18 2
## 41 1 23.42424973 1 0 -2.9513919 19 2
## 42 1 -58.71321454 1 -4 -2.9513919 20 2
## 43 1 -1.33062616 1 6 -2.9513919 21 2
## 44 1 10.38832124 1 4 -2.9513919 22 2
## 45 1 36.12976244 1 2 -2.9513919 23 2
## 46 1 -15.68427842 0 7 5.9073277 1 3
## 47 1 -8.12056612 0 -5 5.9073277 2 3
## 48 1 -18.44165777 0 0 5.9073277 3 3
## 49 1 9.48654449 0 1 5.9073277 4 3
## 50 1 -4.46337816 1 1 5.9073277 5 3
## 51 1 -18.51232634 0 6 5.9073277 6 3
## 52 1 -1.11694193 1 6 5.9073277 7 3
## 53 1 5.21780852 0 -3 5.9073277 8 3
## 54 1 -7.85177001 1 0 5.9073277 9 3
## 55 1 6.94248534 1 5 5.9073277 10 3
## 56 1 7.06270067 1 -6 5.9073277 11 3
## 57 1 16.07863090 0 -7 5.9073277 12 3
## 58 1 -18.71875092 0 -1 5.9073277 13 3
## 59 1 8.06289833 0 6 5.9073277 14 3
## 60 1 -48.19208179 1 6 5.9073277 15 3
## 61 1 -7.21326159 1 4 5.9073277 16 3
## 62 1 6.99662774 0 1 5.9073277 17 3
## 63 1 -4.68701681 1 3 5.9073277 18 3
## 64 1 -29.80450397 0 4 5.9073277 19 3
## 65 1 8.75422913 1 1 5.9073277 20 3
## 66 1 4.13883442 0 -2 -4.5848961 1 4
## 67 1 2.13808888 1 -2 -4.5848961 2 4
## 68 1 46.23711834 1 -4 -4.5848961 3 4
## 69 1 -40.78621151 1 -3 -4.5848961 4 4
## 70 1 -2.54588822 0 -1 -4.5848961 5 4
## 71 1 -3.07440199 1 3 -4.5848961 6 4
## 72 1 -9.74011870 1 3 -4.5848961 7 4
## 73 1 4.21616279 1 0 -4.5848961 8 4
## 74 1 -54.44119274 1 6 -4.5848961 9 4
## 75 1 -10.72999146 1 2 -4.5848961 10 4
## 76 1 -2.55518401 1 2 -4.5848961 11 4
## 77 1 18.10216302 1 7 -4.5848961 12 4
## 78 1 1.16951228 1 6 -4.5848961 13 4
## 79 1 -9.08121916 1 -5 -4.5848961 14 4
## 80 1 12.98595040 0 -7 -4.5848961 15 4
## 81 1 -10.24590004 1 5 -4.5848961 16 4
## 82 1 -3.13468827 1 6 -4.5848961 17 4
## 83 1 -27.65322526 1 -3 1.1333675 1 5
## 84 1 -6.10494817 1 3 1.1333675 2 5
## 85 1 -5.52997724 1 6 1.1333675 3 5
## 86 1 -13.55044479 1 4 1.1333675 4 5
## 87 1 -67.11035266 0 -7 1.1333675 5 5
## 88 1 10.10459136 1 4 1.1333675 6 5
## 89 1 -21.29901053 1 -4 1.1333675 7 5
## 90 1 8.12927316 1 5 1.1333675 8 5
## 91 1 5.64301624 0 -4 1.1333675 9 5
## 92 1 -9.66257430 1 2 1.1333675 10 5
## 93 1 11.80840297 1 6 1.1333675 11 5
## 94 1 13.09856463 1 7 1.1333675 12 5
## 95 1 -19.91713233 0 -6 1.1333675 13 5
## 96 1 -10.43337064 0 0 1.1333675 14 5
## 97 1 2.34451470 1 -4 1.1333675 15 5
## 98 1 7.34261413 0 2 1.1333675 16 5
## 99 1 6.59858739 1 2 -2.1742996 1 6
## 100 1 -2.51851204 1 6 -2.1742996 2 6
## 101 1 16.33364853 0 4 -2.1742996 3 6
## 102 1 -12.71083524 1 1 -2.1742996 4 6
## 103 1 9.34878536 1 5 -2.1742996 5 6
## 104 1 -8.63188281 0 0 -2.1742996 6 6
## 105 1 17.56335475 1 -7 -2.1742996 7 6
## 106 1 9.83770949 1 -1 -2.1742996 8 6
## 107 1 10.22352029 1 0 -2.1742996 9 6
## 108 1 14.75857388 1 3 -2.1742996 10 6
## 109 1 -34.14126338 1 6 -2.1742996 11 6
## 110 1 12.66497096 1 3 -2.1742996 12 6
## 111 1 11.88847754 1 3 -2.1742996 13 6
## 112 1 -1.70258279 1 7 -2.1742996 14 6
## 113 1 -18.51616420 1 -6 -2.1742996 15 6
## 114 1 6.22527120 1 -3 -2.1742996 16 6
## 115 1 40.07741976 0 -5 -2.1742996 17 6
## 116 1 25.69343884 1 -7 -2.1742996 18 6
## 117 1 -13.55474874 1 0 -2.1742996 19 6
## 118 1 -1.41729811 1 2 -2.1742996 20 6
## 119 1 12.90301154 1 -2 -2.1742996 21 6
## 120 1 -30.22560177 1 -4 -2.1742996 22 6
## 121 1 32.24078149 0 -7 -2.1742996 23 6
## 122 1 14.82085075 1 -4 -5.0527650 1 7
## 123 1 2.49785674 1 -6 -5.0527650 2 7
## 124 1 14.97763633 1 7 -5.0527650 3 7
## 125 1 -2.76756796 1 1 -5.0527650 4 7
## 126 1 -3.18809523 1 -6 -5.0527650 5 7
## 127 1 -13.14565050 1 6 -5.0527650 6 7
## 128 1 -26.16522581 1 -6 -5.0527650 7 7
## 129 1 -15.68093163 1 6 -5.0527650 8 7
## 130 1 9.81412025 1 3 -5.0527650 9 7
## 131 1 -21.14068046 1 -2 -5.0527650 10 7
## 132 1 -5.13782862 1 5 -5.0527650 11 7
## 133 1 13.55284790 1 -5 -5.0527650 12 7
## 134 1 -24.32797266 1 -4 -5.0527650 13 7
## 135 1 31.36085871 1 -4 -5.0527650 14 7
## 136 1 -35.60294504 1 4 -5.0527650 15 7
## 137 1 12.21226322 1 6 4.1393565 1 8
## 138 1 31.56860583 0 -7 4.1393565 2 8
## 139 1 14.59588966 1 2 4.1393565 3 8
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## 902 1 8.57837978 1 3 5.7920823 22 44
## 903 1 8.81879371 1 -4 5.7920823 23 44
## 904 1 -31.44703660 0 -5 5.7920823 24 44
## 905 1 -11.15727798 0 -1 5.7920823 25 44
## 906 1 -23.34648334 0 0 3.9309407 1 45
## 907 1 -10.15259799 0 7 3.9309407 2 45
## 908 1 18.94470368 0 6 3.9309407 3 45
## 909 1 11.11323286 0 0 3.9309407 4 45
## 910 1 -19.15387632 0 3 3.9309407 5 45
## 911 1 10.30152113 0 4 3.9309407 6 45
## 912 1 2.92345754 0 4 3.9309407 7 45
## 913 1 11.14315704 0 6 3.9309407 8 45
## 914 1 20.97240969 0 -5 3.9309407 9 45
## 915 1 -6.22462895 0 -1 3.9309407 10 45
## 916 1 -25.56475911 1 -4 3.9309407 11 45
## 917 1 16.35199669 0 4 3.9309407 12 45
## 918 1 -42.15586402 0 0 3.9309407 13 45
## 919 1 3.65067101 0 -1 3.9309407 14 45
## 920 1 14.58673946 0 4 3.9309407 15 45
## 921 1 -13.38101798 0 -1 3.9309407 16 45
## 922 1 11.47518222 0 -2 3.9309407 17 45
## 923 1 28.24572817 0 4 3.9309407 18 45
## 924 1 -16.15617304 0 -2 3.9309407 19 45
## 925 1 6.02624154 1 2 3.9309407 20 45
## 926 1 -22.04595341 0 7 3.9309407 21 45
## 927 1 -34.91141273 0 1 3.9309407 22 45
## 928 1 6.12860874 0 1 3.9309407 23 45
## 929 1 -1.81743987 0 6 3.9309407 24 45
## 930 1 4.40521623 1 1 1.5252505 1 46
## 931 1 30.27405117 1 -2 1.5252505 2 46
## 932 1 -17.84734525 1 -6 1.5252505 3 46
## 933 1 -2.31676608 1 6 1.5252505 4 46
## 934 1 -20.77494389 1 1 1.5252505 5 46
## 935 1 39.85437527 1 -3 1.5252505 6 46
## 936 1 -8.89059938 0 -2 1.5252505 7 46
## 937 1 8.10589122 1 7 1.5252505 8 46
## 938 1 -2.50438405 0 0 1.5252505 9 46
## 939 1 10.89713001 1 7 1.5252505 10 46
## 940 1 24.56881916 1 -5 1.5252505 11 46
## 941 1 -5.13907504 1 1 1.5252505 12 46
## 942 1 -14.49855682 0 -3 1.5252505 13 46
## 943 1 -28.02560136 1 -7 1.5252505 14 46
## 944 1 -11.35465476 1 3 1.5252505 15 46
## 945 1 -19.66799383 1 -4 1.5252505 16 46
## 946 1 -10.55910019 1 6 -5.0195263 1 47
## 947 1 8.38429974 1 0 -5.0195263 2 47
## 948 1 39.21839073 0 -5 -5.0195263 3 47
## 949 1 -2.54051342 1 -5 -5.0195263 4 47
## 950 1 40.35993565 1 0 -5.0195263 5 47
## 951 1 0.83823301 1 1 -5.0195263 6 47
## 952 1 38.65513115 0 -7 -5.0195263 7 47
## 953 1 -23.28968562 1 1 -5.0195263 8 47
## 954 1 35.49391135 0 -2 -5.0195263 9 47
## 955 1 13.11393821 1 3 -5.0195263 10 47
## 956 1 -8.85166464 1 -6 -5.0195263 11 47
## 957 1 -14.31922469 1 3 -5.0195263 12 47
## 958 1 -18.67087517 1 7 -5.0195263 13 47
## 959 1 5.79249348 1 -1 -5.0195263 14 47
## 960 1 25.03406124 1 6 -5.0195263 15 47
## 961 1 4.31215690 1 5 0.5278840 1 48
## 962 1 -9.36506323 1 -2 0.5278840 2 48
## 963 1 -33.75550799 1 -7 0.5278840 3 48
## 964 1 -10.57000005 1 -4 0.5278840 4 48
## 965 1 15.14783088 1 -1 0.5278840 5 48
## 966 1 -14.84288222 1 7 0.5278840 6 48
## 967 1 -4.82590531 1 -7 0.5278840 7 48
## 968 1 -24.42531195 1 4 0.5278840 8 48
## 969 1 7.87961428 1 -7 0.5278840 9 48
## 970 1 -21.07006550 1 -3 0.5278840 10 48
## 971 1 -14.31401633 1 0 0.5278840 11 48
## 972 1 -22.24578879 1 -6 0.5278840 12 48
## 973 1 13.82756544 1 1 0.5278840 13 48
## 974 1 24.26177726 1 -6 0.5278840 14 48
## 975 1 11.47250588 1 -5 0.5278840 15 48
## 976 1 0.90417683 1 -5 0.5278840 16 48
## 977 1 -22.42677240 1 0 0.5278840 17 48
## 978 1 18.18783836 0 -3 5.7713519 1 49
## 979 1 7.77709633 0 1 5.7713519 2 49
## 980 1 -43.53019355 0 5 5.7713519 3 49
## 981 1 -18.08111969 0 5 5.7713519 4 49
## 982 1 14.05021098 0 1 5.7713519 5 49
## 983 1 -10.13090754 1 -1 5.7713519 6 49
## 984 1 5.16004952 0 3 5.7713519 7 49
## 985 1 -15.44296486 0 -3 5.7713519 8 49
## 986 1 -4.45256452 1 3 5.7713519 9 49
## 987 1 -20.59578506 0 -5 5.7713519 10 49
## 988 1 0.39412556 0 7 5.7713519 11 49
## 989 1 -24.27401266 0 5 5.7713519 12 49
## 990 1 -14.32587167 1 4 5.7713519 13 49
## 991 1 -9.59513863 0 -5 5.7713519 14 49
## 992 1 -44.89289905 1 7 5.7713519 15 49
## 993 1 0.18765999 1 6 5.7713519 16 49
## 994 1 -37.11643728 0 1 5.7713519 17 49
## 995 1 -14.19009353 0 -5 5.7713519 18 49
## 996 1 8.98401249 1 5 5.7713519 19 49
## 997 1 -0.05280302 0 -5 5.7713519 20 49
## 998 1 28.42222764 1 6 2.1993141 1 50
## 999 1 -13.27257797 1 0 2.1993141 2 50
## 1000 1 18.58645942 1 4 2.1993141 3 50
## 1001 1 15.44184243 0 2 2.1993141 4 50
## 1002 1 -36.98391265 1 -1 2.1993141 5 50
## 1003 1 -2.80406137 1 -3 2.1993141 6 50
## 1004 1 -38.12465344 0 -4 2.1993141 7 50
## 1005 1 27.36186750 0 2 2.1993141 8 50
## 1006 1 -66.06106153 0 -1 2.1993141 9 50
## 1007 1 -8.73756699 0 7 2.1993141 10 50
## 1008 1 -5.90889182 1 -3 2.1993141 11 50
## 1009 1 27.67323343 0 -7 2.1993141 12 50
## 1010 1 -40.30344400 1 7 2.1993141 13 50
## 1011 1 21.91389689 1 2 2.1993141 14 50
## 1012 1 -4.28583326 0 -5 2.1993141 15 50
## 1013 1 25.84169185 0 -7 2.1993141 16 50
## error int_classroom fixed_outcome random_effects achievement
## 1 4.633894566 2.54647403 61.36901 2.54647403 68.54938
## 2 -5.166114562 2.54647403 52.43053 2.54647403 49.81089
## 3 -0.341197757 2.54647403 47.15863 2.54647403 49.36391
## 4 0.632282709 2.54647403 48.56787 2.54647403 51.74663
## 5 -7.502243943 2.54647403 39.20015 2.54647403 34.24438
## 6 -2.022281026 2.54647403 55.93593 2.54647403 56.46012
## 7 -6.122235299 2.54647403 52.41043 2.54647403 48.83467
## 8 0.243603355 2.54647403 54.97722 2.54647403 57.76730
## 9 -0.577760503 2.54647403 40.41474 2.54647403 42.38346
## 10 -2.258999901 2.54647403 49.28956 2.54647403 49.57703
## 11 -3.009397270 2.54647403 54.68423 2.54647403 54.22130
## 12 1.216258416 2.54647403 46.30934 2.54647403 50.07207
## 13 -1.762379684 2.54647403 57.64867 2.54647403 58.43276
## 14 -2.404794745 2.54647403 45.65022 2.54647403 45.79190
## 15 3.734705471 2.54647403 41.59532 2.54647403 47.87650
## 16 3.811731639 2.54647403 63.53059 2.54647403 69.88879
## 17 3.968261579 2.54647403 58.97248 2.54647403 65.48721
## 18 -5.534196479 2.54647403 21.03483 2.54647403 18.04710
## 19 1.139862932 2.54647403 53.46413 2.54647403 57.15046
## 20 2.151858457 2.54647403 37.12597 2.54647403 41.82430
## 21 -3.967973080 2.54647403 62.62303 2.54647403 61.20153
## 22 -4.946833118 2.54647403 46.67767 2.54647403 44.27731
## 23 3.935739573 -0.07029344 49.47643 -0.07029344 53.34187
## 24 -1.857414914 -0.07029344 66.61213 -0.07029344 64.68442
## 25 0.424411624 -0.07029344 37.91599 -0.07029344 38.27010
## 26 -1.514301594 -0.07029344 53.10803 -0.07029344 51.52343
## 27 1.633912745 -0.07029344 44.27255 -0.07029344 45.83617
## 28 -4.100620481 -0.07029344 51.30729 -0.07029344 47.13637
## 29 -0.341172032 -0.07029344 45.70541 -0.07029344 45.29395
## 30 0.825739790 -0.07029344 56.40010 -0.07029344 57.15554
## 31 2.204177634 -0.07029344 51.74564 -0.07029344 53.87953
## 32 -4.778569452 -0.07029344 57.97239 -0.07029344 53.12353
## 33 -4.087670300 -0.07029344 47.46878 -0.07029344 43.31081
## 34 0.079566909 -0.07029344 57.38099 -0.07029344 57.39026
## 35 -6.219170374 -0.07029344 53.20613 -0.07029344 46.91667
## 36 0.328442555 -0.07029344 58.87879 -0.07029344 59.13694
## 37 -0.757572783 -0.07029344 47.56397 -0.07029344 46.73611
## 38 -3.825355791 -0.07029344 44.64637 -0.07029344 40.75072
## 39 0.417776790 -0.07029344 45.82951 -0.07029344 46.17699
## 40 0.396009603 -0.07029344 51.63396 -0.07029344 51.95968
## 41 0.061744812 -0.07029344 59.83185 -0.07029344 59.82330
## 42 -4.503488846 -0.07029344 26.57687 -0.07029344 22.00308
## 43 1.246495463 -0.07029344 50.52990 -0.07029344 51.70610
## 44 -1.361140016 -0.07029344 55.01748 -0.07029344 53.58605
## 45 0.646658983 -0.07029344 65.11406 -0.07029344 65.69042
## 46 0.535040679 0.28030399 45.90312 0.28030399 46.71847
## 47 -0.029964018 0.28030399 47.72861 0.28030399 47.97895
## 48 2.257372421 0.28030399 44.10017 0.28030399 46.63785
## 49 2.582529345 0.28030399 55.37145 0.28030399 58.23428
## 50 -1.125962107 0.28030399 50.99148 0.28030399 50.14582
## 51 -2.325198255 0.28030399 44.67190 0.28030399 42.62701
## 52 2.861722957 0.28030399 52.83006 0.28030399 55.97208
## 53 5.571938037 0.28030399 53.26396 0.28030399 59.11620
## 54 1.993430186 0.28030399 49.53612 0.28030399 51.80986
## 55 1.689564293 0.28030399 55.95383 0.28030399 57.92369
## 56 -2.044730950 0.28030399 54.90191 0.28030399 53.13749
## 57 -5.206119873 0.28030399 57.20828 0.28030399 52.28247
## 58 -1.446208354 0.28030399 43.88933 0.28030399 42.72343
## 59 0.312672198 0.28030399 55.30199 0.28030399 55.89497
## 60 7.502228424 0.28030399 34.00000 0.28030399 41.78253
## 61 -0.973053881 0.28030399 50.19153 0.28030399 49.49878
## 62 -3.759600096 0.28030399 54.37548 0.28030399 50.89619
## 63 3.424956907 0.28030399 51.10203 0.28030399 54.80729
## 64 -3.080929981 0.28030399 39.95503 0.28030399 37.15440
## 65 0.230723874 0.28030399 56.27852 0.28030399 56.78955
## 66 -0.185619197 -0.77953693 50.30931 -0.77953693 49.34415
## 67 1.353554934 -0.77953693 50.70901 -0.77953693 51.28303
## 68 -5.285916179 -0.77953693 68.14862 -0.77953693 62.08317
## 69 1.082557333 -0.77953693 33.43929 -0.77953693 33.74231
## 70 -4.296471240 -0.77953693 47.73542 -0.77953693 42.65941
## 71 3.382440066 -0.77953693 49.12402 -0.77953693 51.72692
## 72 -3.784793264 -0.77953693 46.45773 -0.77953693 41.89340
## 73 0.010208033 -0.77953693 51.74024 -0.77953693 50.97091
## 74 0.187107374 -0.77953693 28.87730 -0.77953693 28.28487
## 75 5.419845925 -0.77953693 45.96178 -0.77953693 50.60209
## 76 4.865162325 -0.77953693 49.23170 -0.77953693 53.31733
## 77 -1.149376020 -0.77953693 57.99464 -0.77953693 56.06573
## 78 -4.352142838 -0.77953693 51.12158 -0.77953693 45.98990
## 79 4.476719941 -0.77953693 45.92129 -0.77953693 49.61847
## 80 2.925476753 -0.77953693 53.34816 -0.77953693 55.49410
## 81 -1.308882097 -0.77953693 46.45542 -0.77953693 44.36700
## 82 -2.743407567 -0.77953693 49.39990 -0.77953693 45.87696
## 83 3.733884033 2.39471603 40.12205 2.39471603 46.25065
## 84 5.835736898 2.39471603 49.34136 2.39471603 57.57182
## 85 -1.566031756 2.39471603 49.87135 2.39471603 50.70004
## 86 -6.919893263 2.39471603 46.46316 2.39471603 41.93799
## 87 -5.958247763 2.39471603 22.73920 2.39471603 19.17567
## 88 -4.763121198 2.39471603 55.92518 2.39471603 53.55677
## 89 1.496730638 2.39471603 42.56374 2.39471603 46.45518
## 90 0.409534998 2.39471603 55.23505 2.39471603 58.03930
## 91 -2.411934824 2.39471603 52.14055 2.39471603 52.12333
## 92 -0.278771920 2.39471603 47.81831 2.39471603 49.93426
## 93 -2.236814285 2.39471603 56.80670 2.39471603 56.96460
## 94 -5.236520968 2.39471603 57.42277 2.39471603 54.58096
## 95 1.107158554 2.39471603 41.71649 2.39471603 45.21836
## 96 2.284256089 2.39471603 46.10999 2.39471603 50.78897
## 97 2.968185907 2.39471603 52.02115 2.39471603 57.38405
## 98 -4.105080465 2.39471603 53.42039 2.39471603 51.71002
## 99 2.172067594 2.26424401 53.49586 2.26424401 57.93217
## 100 -2.736260997 2.26424401 50.24902 2.26424401 49.77700
## 101 1.502833647 2.26424401 56.38988 2.26424401 60.15696
## 102 3.881635486 2.26424401 45.67209 2.26424401 51.81797
## 103 -3.077553113 2.26424401 54.89594 2.26424401 54.08263
## 104 -0.237448213 2.26424401 46.00367 2.26424401 48.03047
## 105 -3.418989079 2.26424401 56.98177 2.26424401 55.82702
## 106 -4.170276166 2.26424401 54.49151 2.26424401 52.58548
## 107 3.403670508 2.26424401 54.74583 2.26424401 60.41375
## 108 0.891917079 2.26424401 56.85985 2.26424401 60.01602
## 109 4.638646805 2.26424401 37.59992 2.26424401 44.50281
## 110 2.017154803 2.26424401 56.02241 2.26424401 60.30381
## 111 -0.157155141 2.26424401 55.71182 2.26424401 57.81890
## 112 -0.698163401 2.26424401 50.67539 2.26424401 52.24147
## 113 -5.800816576 2.26424401 42.64996 2.26424401 39.11339
## 114 -3.393680219 2.26424401 52.84653 2.26424401 51.71710
## 115 -3.101024002 2.26424401 64.98739 2.26424401 64.15061
## 116 1.479218237 2.26424401 60.23380 2.26424401 63.97726
## 117 -1.763497290 2.26424401 45.23453 2.26424401 45.73527
## 118 6.216363949 2.26424401 50.28951 2.26424401 58.77011
## 119 -0.265929182 2.26424401 55.61763 2.26424401 57.61594
## 120 1.439038362 2.26424401 38.16618 2.26424401 41.86947
## 121 3.509037152 2.26424401 61.65274 2.26424401 67.42602
## 122 3.447986462 1.58818925 55.46515 1.58818925 60.50132
## 123 3.507993360 1.58818925 50.33595 1.58818925 55.43213
## 124 1.288928725 1.58818925 56.62786 1.58818925 59.50498
## 125 3.090990756 1.58818925 48.92978 1.58818925 53.60896
## 126 4.826982312 1.58818925 48.06157 1.58818925 54.47674
## 127 -1.542161630 1.58818925 45.27855 1.58818925 45.32458
## 128 -0.810146114 1.58818925 38.87072 1.58818925 39.64876
## 129 -2.359804006 1.58818925 44.26444 1.58818925 43.49282
## 130 -3.349901599 1.58818925 54.16246 1.58818925 52.40074
## 131 -2.751865636 1.58818925 41.28054 1.58818925 40.11686
## 132 1.224184873 1.58818925 48.38168 1.58818925 51.19405
## 133 1.510593568 1.58818925 54.85795 1.58818925 57.95673
## 134 3.678119446 1.58818925 39.80562 1.58818925 45.07193
## 135 -1.302869570 1.58818925 62.08115 1.58818925 62.36647
## 136 0.595907564 1.58818925 36.09563 1.58818925 38.27973
## 137 -3.210170269 -0.30847001 57.71974 -0.30847001 54.20110
## 138 0.949946135 -0.30847001 62.96228 -0.30847001 63.60376
## 139 -1.098486366 -0.30847001 58.27319 -0.30847001 56.86624
## 140 2.530153053 -0.30847001 75.03866 -0.30847001 77.26034
## 141 4.397348705 -0.30847001 48.48828 -0.30847001 52.57716
## 142 -1.955041200 -0.30847001 43.10082 -0.30847001 40.83731
## 143 -0.647407895 -0.30847001 53.28970 -0.30847001 52.33383
## 144 1.416017879 -0.30847001 50.50186 -0.30847001 51.60941
## 145 -2.530459852 -0.30847001 48.01176 -0.30847001 45.17283
## 146 -0.472283988 -0.30847001 37.29815 -0.30847001 36.51739
## 147 5.615100228 -0.30847001 59.93094 -0.30847001 65.23757
## 148 -0.448148448 -0.30847001 73.69936 -0.30847001 72.94274
## 149 4.187989511 -0.30847001 57.96831 -0.30847001 61.84782
## 150 0.998424130 -0.30847001 56.29359 -0.30847001 56.98355
## 151 -1.703245760 -0.30847001 59.63136 -0.30847001 57.61964
## 152 4.065380543 -0.30847001 40.44042 -0.30847001 44.19733
## 153 -2.009657056 -0.30847001 46.28259 -0.30847001 43.96447
## 154 -0.707260478 -0.30847001 50.16011 -0.30847001 49.14438
## 155 5.096076426 -0.30847001 58.68914 -0.30847001 63.47675
## 156 2.738105512 -0.30847001 50.92330 -0.30847001 53.35293
## 157 -2.919637567 -0.30847001 53.56559 -0.30847001 50.33749
## 158 -4.932147356 -0.30847001 41.37967 -0.30847001 36.13905
## 159 1.368167117 4.04920474 48.14646 4.04920474 53.56383
## 160 1.008986306 4.04920474 51.90932 4.04920474 56.96751
## 161 2.816374209 4.04920474 53.68952 4.04920474 60.55510
## 162 -0.451742370 4.04920474 55.08107 4.04920474 58.67853
## 163 -0.909992736 4.04920474 46.53738 4.04920474 49.67659
## 164 0.647971819 4.04920474 49.81455 4.04920474 54.51173
## 165 -0.309751482 4.04920474 43.68270 4.04920474 47.42215
## 166 6.205934658 4.04920474 61.65294 4.04920474 71.90808
## 167 -4.723675490 4.04920474 53.32036 4.04920474 52.64589
## 168 1.184063122 4.04920474 56.42221 4.04920474 61.65547
## 169 1.056179256 4.04920474 52.60791 4.04920474 57.71329
## 170 2.013248009 4.04920474 57.32216 4.04920474 63.38461
## 171 -5.810086873 4.04920474 44.44027 4.04920474 42.67939
## 172 1.206054747 4.04920474 49.07846 4.04920474 54.33372
## 173 -3.310074691 4.04920474 53.78527 4.04920474 54.52440
## 174 -1.967586607 4.04920474 50.77254 4.04920474 52.85416
## 175 1.340061354 4.04920474 71.23613 4.04920474 76.62540
## 176 4.532471669 -0.61374637 42.13568 -0.61374637 46.05440
## 177 -1.148666666 -0.61374637 61.00585 -0.61374637 59.24343
## 178 6.916893979 -0.61374637 50.34411 -0.61374637 56.64726
## 179 -3.247732904 -0.61374637 52.44591 -0.61374637 48.58443
## 180 -4.526558227 -0.61374637 48.33507 -0.61374637 43.19476
## 181 -0.318193815 -0.61374637 66.92875 -0.61374637 65.99681
## 182 4.744089043 -0.61374637 50.65739 -0.61374637 54.78773
## 183 1.100740442 -0.61374637 48.18956 -0.61374637 48.67655
## 184 -3.273167085 -0.61374637 63.86975 -0.61374637 59.98284
## 185 4.183520345 -0.61374637 44.22860 -0.61374637 47.79838
## 186 4.951366392 -0.61374637 54.51989 -0.61374637 58.85751
## 187 3.512228675 -0.61374637 49.04654 -0.61374637 51.94503
## 188 0.203360696 -0.61374637 43.92998 -0.61374637 43.51960
## 189 0.360700753 -0.61374637 49.93304 -0.61374637 49.68000
## 190 -3.823569666 -0.61374637 53.46799 -0.61374637 49.03067
## 191 -1.882930820 -0.61374637 54.19800 -0.61374637 51.70132
## 192 -0.950250310 -0.61374637 55.66806 -0.61374637 54.10406
## 193 -4.848989457 -0.61374637 52.07068 -0.61374637 46.60795
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## 718 0.363037509 -2.67442701 47.47349 -2.67442701 45.16210
## 719 2.103694822 -2.67442701 59.04608 -2.67442701 58.47534
## 720 -2.574549297 -2.67442701 70.51587 -2.67442701 65.26690
## 721 3.984234821 -2.67442701 51.67330 -2.67442701 52.98311
## 722 -0.143436471 -2.67442701 47.20226 -2.67442701 44.38440
## 723 6.078859133 -2.67442701 59.80591 -2.67442701 63.21034
## 724 -1.493985549 -2.67442701 53.10549 -2.67442701 48.93707
## 725 0.389722975 -2.67442701 56.51266 -2.67442701 54.22796
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## 727 -1.627932611 -2.67442701 46.59682 -2.67442701 42.29446
## 728 2.155815909 -2.67442701 41.67810 -2.67442701 41.15949
## 729 -5.119709909 -2.67442701 41.26367 -2.67442701 33.46954
## 730 -0.456147642 -2.67442701 52.31277 -2.67442701 49.18220
## 731 -4.756186451 -2.67442701 44.20985 -2.67442701 36.77923
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## 733 -2.126482048 -0.40461406 66.20088 -0.40461406 63.66979
## 734 -1.535170060 -0.40461406 51.74603 -0.40461406 49.80625
## 735 4.270217822 -0.40461406 60.02443 -0.40461406 63.89004
## 736 1.545977234 -0.40461406 49.29934 -0.40461406 50.44070
## 737 -2.858045319 -0.40461406 40.89458 -0.40461406 37.63192
## 738 3.925760421 -0.40461406 37.23598 -0.40461406 40.75713
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## 740 -1.807192567 -0.40461406 44.56890 -0.40461406 42.35710
## 741 -2.282513261 -0.40461406 55.16087 -0.40461406 52.47374
## 742 -1.739474111 -0.40461406 51.25310 -0.40461406 49.10902
## 743 2.559550934 -0.40461406 59.24743 -0.40461406 61.40237
## 744 3.324533474 -0.40461406 35.40843 -0.40461406 38.32835
## 745 3.567185114 -0.40461406 45.03016 -0.40461406 48.19273
## 746 0.308483064 -0.40461406 50.02731 -0.40461406 49.93118
## 747 -1.158351472 -0.40461406 45.52121 -0.40461406 43.95825
## 748 -3.677885459 -0.40461406 44.35158 -0.40461406 40.26909
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## 751 -1.138285646 -0.40461406 42.37322 -0.40461406 40.83033
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## 754 -6.435826878 -0.40461406 58.24403 -0.40461406 51.40359
## 755 -1.450983599 -0.40461406 70.22793 -0.40461406 68.37233
## 756 2.940605318 -2.68323090 31.80731 -2.68323090 32.06469
## 757 -1.978133719 -2.68323090 50.53607 -2.68323090 45.87470
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## 759 -0.058037792 -2.68323090 66.08461 -2.68323090 63.34335
## 760 1.367016485 -2.68323090 61.76270 -2.68323090 60.44649
## 761 -1.374517763 -2.68323090 46.56915 -2.68323090 42.51140
## 762 -1.226663191 -2.68323090 55.47714 -2.68323090 51.56725
## 763 0.165320435 -2.68323090 53.14666 -2.68323090 50.62875
## 764 -3.453951775 -2.68323090 53.73810 -2.68323090 47.60091
## 765 -5.740985768 -2.68323090 47.46849 -2.68323090 39.04427
## 766 0.784370951 -2.68323090 45.51882 -2.68323090 43.61996
## 767 3.777037481 -2.68323090 44.64492 -2.68323090 45.73872
## 768 1.534281751 -2.68323090 45.09898 -2.68323090 43.95003
## 769 -3.234597354 -2.68323090 50.23552 -2.68323090 44.31769
## 770 -3.500252114 -2.68323090 58.10130 -2.68323090 51.91782
## 771 3.635030193 -2.68323090 66.02016 -2.68323090 66.97195
## 772 -1.764726567 -2.68323090 35.62727 -2.68323090 31.17931
## 773 0.756476195 -2.68323090 73.67407 -2.68323090 71.74732
## 774 -1.896768614 -2.68323090 56.39243 -2.68323090 51.81243
## 775 2.052116287 -2.68323090 59.23914 -2.68323090 58.60802
## 776 0.770868992 -2.68323090 42.71001 -2.68323090 40.79764
## 777 4.751852157 -2.68323090 46.02898 -2.68323090 48.09761
## 778 -6.189518729 -2.68323090 69.70929 -2.68323090 60.83654
## 779 0.801467718 -2.68323090 42.89472 -2.68323090 41.01295
## 780 1.576060122 -0.23940584 58.71869 -0.23940584 60.05534
## 781 6.458249557 -0.23940584 37.93990 -0.23940584 44.15875
## 782 -2.716745613 -0.23940584 64.59373 -0.23940584 61.63758
## 783 -0.882433378 -0.23940584 55.56864 -0.23940584 54.44680
## 784 2.481966901 -0.23940584 55.63221 -0.23940584 57.87477
## 785 -2.841396612 -0.23940584 57.30716 -0.23940584 54.22636
## 786 1.385766317 -0.23940584 53.61675 -0.23940584 54.76311
## 787 -1.487077810 -0.23940584 50.81388 -0.23940584 49.08740
## 788 -1.716895995 -0.23940584 47.90371 -0.23940584 45.94741
## 789 -0.439943230 -0.23940584 49.65341 -0.23940584 48.97406
## 790 3.355038614 -0.23940584 60.92826 -0.23940584 64.04389
## 791 -2.107944045 -0.23940584 44.25182 -0.23940584 41.90447
## 792 -0.859465416 -0.23940584 38.29087 -0.23940584 37.19200
## 793 -0.154451982 -0.23940584 49.16205 -0.23940584 48.76819
## 794 -3.298365155 -0.23940584 58.75639 -0.23940584 55.21862
## 795 -1.466396722 -0.23940584 44.24492 -0.23940584 42.53912
## 796 2.773112397 -0.23940584 48.08383 -0.23940584 50.61753
## 797 2.258462803 -0.23940584 48.10745 -0.23940584 50.12650
## 798 5.776690859 -0.23940584 49.32913 -0.23940584 54.86642
## 799 0.935447292 -0.23940584 42.61435 -0.23940584 43.31039
## 800 -1.180377052 -0.23940584 49.33567 -0.23940584 47.91589
## 801 8.320306164 -0.23940584 53.85345 -0.23940584 61.93435
## 802 3.112522444 -0.23940584 61.47136 -0.23940584 64.34448
## 803 -4.953667493 -3.12875865 60.62839 -3.12875865 52.54596
## 804 -3.268068199 -3.12875865 50.49530 -3.12875865 44.09847
## 805 2.652938849 -3.12875865 45.82993 -3.12875865 45.35411
## 806 1.798795773 -3.12875865 56.06244 -3.12875865 54.73248
## 807 -3.137537703 -3.12875865 52.28765 -3.12875865 46.02135
## 808 4.819385785 -3.12875865 41.40903 -3.12875865 43.09966
## 809 -7.275991044 -3.12875865 46.03871 -3.12875865 35.63396
## 810 1.785175704 -3.12875865 62.30101 -3.12875865 60.95742
## 811 1.416470712 -3.12875865 53.68400 -3.12875865 51.97171
## 812 -0.614493717 -3.12875865 52.03077 -3.12875865 48.28752
## 813 -2.335031419 -3.12875865 52.14420 -3.12875865 46.68041
## 814 -3.326216047 -3.12875865 52.87622 -3.12875865 46.42125
## 815 -1.015970135 -3.12875865 62.74626 -3.12875865 58.60153
## 816 -0.678473641 -3.12875865 53.33363 -3.12875865 49.52639
## 817 3.880943778 -3.12875865 45.49091 -3.12875865 46.24309
## 818 -1.814480452 -3.12875865 45.62659 -3.12875865 40.68335
## 819 -0.650018218 -3.12875865 50.11599 -3.12875865 46.33721
## 820 2.345928782 -3.12875865 47.70563 -3.12875865 46.92280
## 821 2.433774043 -3.12875865 48.84928 -3.12875865 48.15430
## 822 2.675754868 -1.00813339 36.91242 -1.00813339 38.58004
## 823 -0.791192957 -1.00813339 48.19887 -1.00813339 46.39954
## 824 1.264877715 -1.00813339 42.43014 -1.00813339 42.68688
## 825 1.147687666 -1.00813339 36.94016 -1.00813339 37.07971
## 826 0.890280964 -1.00813339 42.64640 -1.00813339 42.52854
## 827 -0.158882440 -1.00813339 46.93791 -1.00813339 45.77089
## 828 5.641888378 -1.00813339 61.52200 -1.00813339 66.15576
## 829 0.629258229 -1.00813339 55.65029 -1.00813339 55.27142
## 830 -0.560385865 -1.00813339 45.48777 -1.00813339 43.91925
## 831 -0.815486955 -1.00813339 52.52951 -1.00813339 50.70589
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## 833 -0.604351095 -1.00813339 42.69228 -1.00813339 41.07979
## 834 -1.667168075 -1.00813339 60.14373 -1.00813339 57.46843
## 835 2.847714654 -1.00813339 53.98772 -1.00813339 55.82731
## 836 5.154933198 -1.00813339 52.49698 -1.00813339 56.64378
## 837 -1.847663490 -1.00813339 57.64734 -1.00813339 54.79154
## 838 5.601713920 -1.00813339 42.52889 -1.00813339 47.12247
## 839 -1.477983481 -1.00813339 60.79696 -1.00813339 58.31084
## 840 4.604137856 -1.00813339 61.38666 -1.00813339 64.98266
## 841 -3.856791379 -1.00813339 54.20351 -1.00813339 49.33858
## 842 -0.444622787 -1.00813339 60.36693 -1.00813339 58.91418
## 843 -2.258492672 -1.00813339 57.51174 -1.00813339 54.24511
## 844 -0.562694044 -2.98120175 60.69175 -2.98120175 57.14785
## 845 2.268797574 -2.98120175 52.00237 -2.98120175 51.28997
## 846 -2.655703560 -2.98120175 44.66955 -2.98120175 39.03265
## 847 -1.998797561 -2.98120175 50.03664 -2.98120175 45.05664
## 848 -0.789083595 -2.98120175 35.00689 -2.98120175 31.23660
## 849 -2.710678828 -2.98120175 62.47704 -2.98120175 56.78516
## 850 -2.826405898 -2.98120175 64.57138 -2.98120175 58.76378
## 851 -1.980261384 -2.98120175 43.32607 -2.98120175 38.36461
## 852 1.101470314 -2.98120175 49.98816 -2.98120175 48.10843
## 853 -1.013108528 -2.98120175 41.22752 -2.98120175 37.23321
## 854 -0.468917722 -2.98120175 45.79635 -2.98120175 42.34623
## 855 -0.858471787 -2.98120175 37.59876 -2.98120175 33.75909
## 856 -0.283930798 -2.98120175 47.70037 -2.98120175 44.43524
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## 858 -1.837626531 -2.98120175 51.98356 -2.98120175 47.16473
## 859 -2.112721481 -2.98120175 53.00413 -2.98120175 47.91021
## 860 1.132645481 -2.98120175 71.28290 -2.98120175 69.43435
## 861 -1.495396343 -2.98120175 58.74921 -2.98120175 54.27261
## 862 -4.433056898 -2.98120175 42.69254 -2.98120175 35.27828
## 863 3.973009468 -2.98120175 57.94859 -2.98120175 58.94040
## 864 -0.885421442 0.19997681 29.33398 0.19997681 28.64853
## 865 2.816214119 0.19997681 52.68376 0.19997681 55.69995
## 866 -2.213145402 0.19997681 62.41381 0.19997681 60.40065
## 867 3.006179761 0.19997681 53.20100 0.19997681 56.40716
## 868 1.656238180 0.19997681 57.10040 0.19997681 58.95661
## 869 -3.905670315 0.19997681 58.49804 0.19997681 54.79235
## 870 -0.055013169 0.19997681 52.18830 0.19997681 52.33326
## 871 -0.001158265 0.19997681 45.60312 0.19997681 45.80194
## 872 0.129239643 0.19997681 43.70786 0.19997681 44.03708
## 873 0.449196804 0.19997681 44.42147 0.19997681 45.07064
## 874 -2.591050435 0.19997681 51.90528 0.19997681 49.51421
## 875 -1.554949002 0.19997681 44.01103 0.19997681 42.65606
## 876 1.815739847 0.19997681 41.65524 0.19997681 43.67096
## 877 0.477873751 0.19997681 65.52039 0.19997681 66.19824
## 878 -6.083456405 0.19997681 53.79364 0.19997681 47.91016
## 879 -2.179087564 0.19997681 64.96816 0.19997681 62.98905
## 880 4.218572528 0.19997681 46.69082 0.19997681 51.10937
## 881 -0.032287779 0.13828201 45.28943 0.13828201 45.39542
## 882 3.487926113 0.13828201 58.13489 0.13828201 61.76110
## 883 -1.730901159 0.13828201 60.14255 0.13828201 58.54994
## 884 -4.404109887 0.13828201 49.71132 0.13828201 45.44549
## 885 3.532655846 0.13828201 52.69931 0.13828201 56.37025
## 886 -7.603997988 0.13828201 52.21147 0.13828201 44.74576
## 887 -2.634716025 0.13828201 59.89142 0.13828201 57.39498
## 888 -0.493760852 0.13828201 44.78702 0.13828201 44.43154
## 889 2.277007924 0.13828201 43.63794 0.13828201 46.05323
## 890 3.668319855 0.13828201 48.29109 0.13828201 52.09769
## 891 1.516551718 0.13828201 50.63541 0.13828201 52.29025
## 892 3.460964596 0.13828201 47.83562 0.13828201 51.43487
## 893 3.556137605 0.13828201 59.95748 0.13828201 63.65190
## 894 0.576581745 0.13828201 58.46846 0.13828201 59.18332
## 895 -3.866862751 0.13828201 41.30833 0.13828201 37.57975
## 896 -0.247982722 0.13828201 60.08876 0.13828201 59.97906
## 897 3.620569916 0.13828201 43.56964 0.13828201 47.32849
## 898 -0.529168066 0.13828201 51.86337 0.13828201 51.47248
## 899 1.127229469 0.13828201 61.23938 0.13828201 62.50489
## 900 -1.384796260 0.13828201 39.42463 0.13828201 38.17812
## 901 -3.525926918 0.13828201 59.87118 0.13828201 56.48354
## 902 1.384672144 0.13828201 56.37937 0.13828201 57.90233
## 903 -3.065282776 0.13828201 55.77554 0.13828201 52.84854
## 904 -2.261520824 0.13828201 38.36921 0.13828201 36.24597
## 905 -5.160470875 0.13828201 46.88511 0.13828201 41.86292
## 906 -6.991221589 -0.06671655 41.64414 -0.06671655 34.58620
## 907 0.703891922 -0.06671655 47.62170 -0.06671655 48.25887
## 908 -5.391537240 -0.06671655 59.16062 -0.06671655 53.70236
## 909 5.293203765 -0.06671655 55.42803 -0.06671655 60.65452
## 910 1.305636508 -0.06671655 43.62118 -0.06671655 44.86010
## 911 1.852867874 -0.06671655 55.50334 -0.06671655 57.28949
## 912 -3.966897243 -0.06671655 52.55212 -0.06671655 48.51850
## 913 -0.496469837 -0.06671655 56.04000 -0.06671655 55.47681
## 914 -3.989106124 -0.06671655 58.87170 -0.06671655 54.81588
## 915 1.127024103 -0.06671655 48.39288 -0.06671655 49.45319
## 916 3.103616498 -0.06671655 41.55683 -0.06671655 44.59373
## 917 -0.294508913 -0.06671655 57.92353 -0.06671655 57.56231
## 918 -0.102387939 -0.06671655 34.12039 -0.06671655 33.95129
## 919 -3.915752421 -0.06671655 52.34300 -0.06671655 48.36053
## 920 1.749237778 -0.06671655 57.21743 -0.06671655 58.89995
## 921 6.281687969 -0.06671655 45.53033 -0.06671655 51.74530
## 922 6.221964034 -0.06671655 55.37281 -0.06671655 61.52806
## 923 3.846696837 -0.06671655 62.68103 -0.06671655 66.46101
## 924 1.083686094 -0.06671655 44.32027 -0.06671655 45.33724
## 925 1.179495480 -0.06671655 54.79323 -0.06671655 55.90601
## 926 -1.689081037 -0.06671655 42.86435 -0.06671655 41.10856
## 927 -4.027586184 -0.06671655 37.11817 -0.06671655 33.02387
## 928 0.593393304 -0.06671655 53.53418 -0.06671655 54.06086
## 929 -1.653913288 -0.06671655 50.85576 -0.06671655 49.13513
## 930 6.523103102 -0.92580313 53.44340 -0.92580313 59.04070
## 931 -0.049543261 -0.92580313 63.49093 -0.92580313 62.51559
## 932 3.768919918 -0.92580313 43.84237 -0.92580313 46.68549
## 933 3.161983408 -0.92580313 51.25461 -0.92580313 53.49079
## 934 3.066944729 -0.92580313 43.37134 -0.92580313 45.51248
## 935 -2.216695972 -0.92580313 67.22306 -0.92580313 64.08056
## 936 -3.941917425 -0.92580313 46.62507 -0.92580313 41.75735
## 937 0.379623774 -0.92580313 55.52367 -0.92580313 54.97749
## 938 -3.262053399 -0.92580313 49.37956 -0.92580313 45.19170
## 939 -1.570850851 -0.92580313 56.64016 -0.92580313 54.14351
## 940 -5.650913757 -0.92580313 60.90884 -0.92580313 54.33212
## 941 2.525690125 -0.92580313 49.62568 -0.92580313 51.22557
## 942 -1.398049891 -0.92580313 44.28189 -0.92580313 41.95804
## 943 -4.430506369 -0.92580313 39.67107 -0.92580313 34.31476
## 944 -2.180458076 -0.92580313 47.33945 -0.92580313 44.23319
## 945 3.828214748 -0.92580313 43.31412 -0.92580313 46.21653
## 946 -1.295718815 4.80299962 46.32148 4.80299962 49.82876
## 947 -0.926674598 4.80299962 53.29884 4.80299962 57.17516
## 948 3.974452477 4.80299962 63.93247 4.80299962 72.70993
## 949 -3.014432176 4.80299962 48.42891 4.80299962 50.21748
## 950 0.534404278 4.80299962 66.08909 4.80299962 71.42650
## 951 2.744269278 4.80299962 50.38041 4.80299962 57.92768
## 952 -1.114989497 4.80299962 63.50717 4.80299962 67.19518
## 953 -0.034118822 4.80299962 40.72924 4.80299962 45.49812
## 954 -0.992462762 4.80299962 62.74268 4.80299962 66.55322
## 955 2.967387092 4.80299962 55.49069 4.80299962 63.26108
## 956 -3.325264510 4.80299962 45.80445 4.80299962 47.28219
## 957 2.737873492 4.80299962 44.51743 4.80299962 52.05830
## 958 1.947528617 4.80299962 43.17677 4.80299962 49.92730
## 959 -1.536090972 4.80299962 52.16212 4.80299962 55.42902
## 960 -1.061140139 4.80299962 60.55874 4.80299962 64.30060
## 961 3.042386612 4.84871739 53.55683 4.84871739 61.44794
## 962 2.949466170 4.84871739 47.38595 4.84871739 55.18413
## 963 2.773206334 4.84871739 37.12977 4.84871739 44.75169
## 964 0.380658857 4.84871739 46.70397 4.84871739 51.93335
## 965 -5.852840055 4.84871739 57.29110 4.84871739 56.28698
## 966 0.635396262 4.84871739 46.09482 4.84871739 51.57893
## 967 -0.318938221 4.84871739 48.70161 4.84871739 53.23139
## 968 -2.109533292 4.84871739 41.96185 4.84871739 44.70103
## 969 -0.230043536 4.84871739 53.78382 4.84871739 58.40249
## 970 -1.942504409 4.84871739 42.60394 4.84871739 45.51016
## 971 0.074730901 4.84871739 45.60636 4.84871739 50.52981
## 972 -2.894967099 4.84871739 41.83366 4.84871739 43.78741
## 973 2.040788363 4.84871739 56.96300 4.84871739 63.85250
## 974 -4.275277869 4.84871739 60.43668 4.84871739 61.01012
## 975 2.959488514 4.84871739 55.42097 4.84871739 63.22918
## 976 5.531644350 4.84871739 51.19364 4.84871739 61.57400
## 977 -2.663433189 4.84871739 42.36126 4.84871739 44.54655
## 978 3.250486105 -0.66728958 58.41797 -0.66728958 61.00117
## 979 2.111553574 -0.66728958 54.65368 -0.66728958 56.09794
## 980 -2.099752404 -0.66728958 34.53076 -0.66728958 31.76372
## 981 -2.225407850 -0.66728958 44.71039 -0.66728958 41.81769
## 982 2.635123965 -0.66728958 57.16292 -0.66728958 59.13076
## 983 8.268764871 -0.66728958 48.49047 -0.66728958 56.09195
## 984 0.233914390 -0.66728958 53.80686 -0.66728958 53.37348
## 985 -1.326838660 -0.66728958 44.96565 -0.66728958 42.97152
## 986 -3.686311311 -0.66728958 51.16181 -0.66728958 46.80821
## 987 7.471394368 -0.66728958 42.70452 -0.66728958 49.50863
## 988 0.818491327 -0.66728958 52.30049 -0.66728958 52.45169
## 989 2.311197509 -0.66728958 42.23323 -0.66728958 43.87714
## 990 -3.155326655 -0.66728958 47.31249 -0.66728958 43.48987
## 991 4.293666141 -0.66728958 47.10478 -0.66728958 50.73116
## 992 2.006346936 -0.66728958 35.38568 -0.66728958 36.72474
## 993 0.643332780 -0.66728958 53.31790 -0.66728958 53.29395
## 994 0.879738843 -0.66728958 36.69626 -0.66728958 36.90871
## 995 -0.972512470 -0.66728958 45.26680 -0.66728958 43.62700
## 996 -3.402006784 -0.66728958 56.73644 -0.66728958 52.66715
## 997 0.397339237 -0.66728958 50.92172 -0.66728958 50.65177
## 998 -1.803018925 0.10023199 63.71872 0.10023199 62.01593
## 999 -0.747319663 0.10023199 46.44080 0.10023199 45.79371
## 1000 -1.446437681 0.10023199 59.58441 0.10023199 58.23821
## 1001 -1.825780392 0.10023199 56.92657 0.10023199 55.20102
## 1002 0.796444463 0.10023199 36.85626 0.10023199 37.75294
## 1003 -2.312968551 0.10023199 50.32820 0.10023199 48.11547
## 1004 -1.294882563 0.10023199 34.89997 0.10023199 33.70532
## 1005 -0.584369958 0.10023199 61.69458 0.10023199 61.21044
## 1006 1.320882820 0.10023199 24.02540 0.10023199 25.44652
## 1007 2.197736225 0.10023199 47.75480 0.10023199 50.05277
## 1008 -4.007134030 0.10023199 49.08627 0.10023199 45.17937
## 1009 0.668625275 0.10023199 60.91912 0.10023199 61.68798
## 1010 2.179500042 0.10023199 36.32845 0.10023199 38.60818
## 1011 7.293341542 0.10023199 60.71539 0.10023199 68.10896
## 1012 -2.327884616 0.10023199 48.33550 0.10023199 46.10784
## 1013 1.375522466 0.10023199 60.18651 0.10023199 61.66226
level1_samp <- sample(15:25, size = 50, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 50),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 -24.345155114 1 -7 1.54612576 1 1
## 2 1 -20.675756416 1 3 1.54612576 2 1
## 3 1 -9.605765688 1 -5 1.54612576 3 1
## 4 1 38.176705975 1 7 1.54612576 4 1
## 5 1 31.784995481 1 2 1.54612576 5 1
## 6 1 12.235502756 1 2 1.54612576 6 1
## 7 1 17.374862738 1 -3 1.54612576 7 1
## 8 1 28.302426482 1 -2 1.54612576 8 1
## 9 1 -33.712545057 1 2 1.54612576 9 1
## 10 1 -4.064028284 1 6 1.54612576 10 1
## 11 1 8.676153987 1 5 1.54612576 11 1
## 12 1 -3.838017345 1 -3 1.54612576 12 1
## 13 1 11.885763288 1 -6 1.54612576 13 1
## 14 1 -9.458963144 1 -1 1.54612576 14 1
## 15 1 -26.448724380 1 3 1.54612576 15 1
## 16 1 6.825505472 1 3 1.54612576 16 1
## 17 1 -25.332307125 1 1 1.49602704 1 2
## 18 1 44.491890824 1 -6 1.49602704 2 2
## 19 1 -17.560952483 1 -1 1.49602704 3 2
## 20 1 -0.250382054 1 -5 1.49602704 4 2
## 21 1 34.919899847 1 7 1.49602704 5 2
## 22 1 -24.420792103 1 -2 1.49602704 6 2
## 23 1 9.310007923 1 1 1.49602704 7 2
## 24 1 34.702633908 1 5 1.49602704 8 2
## 25 1 9.846265817 1 -6 1.49602704 9 2
## 26 1 10.186121915 1 -1 1.49602704 10 2
## 27 1 -14.010144958 1 7 1.49602704 11 2
## 28 1 11.998719959 1 -7 1.49602704 12 2
## 29 1 16.708659784 1 2 1.49602704 13 2
## 30 1 -39.112534707 1 2 1.49602704 14 2
## 31 1 -11.347817044 1 -7 1.49602704 15 2
## 32 1 -8.113759561 1 3 1.49602704 16 2
## 33 1 47.290436605 1 -6 1.49602704 17 2
## 34 1 -13.939445869 1 0 1.49602704 18 2
## 35 1 41.058207917 1 2 1.49602704 19 2
## 36 1 6.202984457 1 1 -7.37550010 1 3
## 37 1 -37.391381998 1 6 -7.37550010 2 3
## 38 1 27.376912838 1 4 -7.37550010 3 3
## 39 1 12.776891287 1 2 -7.37550010 4 3
## 40 1 -12.427997218 1 -1 -7.37550010 5 3
## 41 1 -14.475987100 1 5 -7.37550010 6 3
## 42 1 -4.958596187 1 -1 -7.37550010 7 3
## 43 1 -3.600735615 1 -2 -7.37550010 8 3
## 44 1 -10.797762772 1 2 -7.37550010 9 3
## 45 1 -21.618338399 1 -2 -7.37550010 10 3
## 46 1 27.356374992 1 2 -7.37550010 11 3
## 47 1 -7.892388817 1 6 -7.37550010 12 3
## 48 1 -1.597220740 1 -5 -7.37550010 13 3
## 49 1 -7.248446449 1 -7 -7.37550010 14 3
## 50 1 17.188137680 1 -6 -7.37550010 15 3
## 51 1 13.526912076 1 1 -7.37550010 16 3
## 52 1 9.756207804 1 5 -7.37550010 17 3
## 53 1 -46.610655037 1 7 -7.37550010 18 3
## 54 1 42.223216483 1 -1 -7.37550010 19 3
## 55 1 -0.802640553 1 -2 -7.37550010 20 3
## 56 1 24.679157402 1 -5 -7.37550010 21 3
## 57 1 -24.232904798 1 7 -7.37550010 22 3
## 58 1 22.336373231 1 0 -7.37550010 23 3
## 59 1 0.554818993 1 -2 -7.37550010 24 3
## 60 1 2.674166597 1 -7 -7.37550010 25 3
## 61 1 27.672224417 0 -5 11.51408963 1 4
## 62 1 11.889737667 0 -2 11.51408963 2 4
## 63 1 32.510149436 0 6 11.51408963 3 4
## 64 1 -17.618612847 0 -2 11.51408963 4 4
## 65 1 9.277542563 0 1 11.51408963 5 4
## 66 1 0.898624526 0 1 11.51408963 6 4
## 67 1 6.769423668 0 7 11.51408963 7 4
## 68 1 -6.739064606 0 -6 11.51408963 8 4
## 69 1 37.750293176 0 7 11.51408963 9 4
## 70 1 6.770430393 0 2 11.51408963 10 4
## 71 1 13.182169493 0 -3 11.51408963 11 4
## 72 1 -7.891796344 0 5 11.51408963 12 4
## 73 1 4.481893505 0 4 11.51408963 13 4
## 74 1 -13.025112710 0 1 11.51408963 14 4
## 75 1 19.325270799 0 1 11.51408963 15 4
## 76 1 10.794049616 0 4 11.51408963 16 4
## 77 1 -15.991842152 0 -3 7.34705099 1 5
## 78 1 1.312852382 0 -7 7.34705099 2 5
## 79 1 9.160575898 0 1 7.34705099 3 5
## 80 1 51.044781912 0 5 7.34705099 4 5
## 81 1 -0.733201100 0 -4 7.34705099 5 5
## 82 1 9.229787148 0 6 7.34705099 6 5
## 83 1 -13.836090479 0 5 7.34705099 7 5
## 84 1 18.295421851 0 4 7.34705099 8 5
## 85 1 18.973732897 0 0 7.34705099 9 5
## 86 1 -31.449843763 0 1 7.34705099 10 5
## 87 1 -9.213681861 0 -7 7.34705099 11 5
## 88 1 -0.006959307 0 -5 7.34705099 12 5
## 89 1 -37.356651728 0 7 7.34705099 13 5
## 90 1 4.007176160 0 -6 7.34705099 14 5
## 91 1 -3.811341202 0 -2 7.34705099 15 5
## 92 1 -23.751051335 0 -4 7.34705099 16 5
## 93 1 -7.456435418 0 -4 7.34705099 17 5
## 94 1 -6.751913761 0 6 7.34705099 18 5
## 95 1 21.430666391 0 -6 7.34705099 19 5
## 96 1 7.737617516 1 -4 -4.87624142 1 6
## 97 1 -16.591129593 1 7 -4.87624142 2 6
## 98 1 26.824907374 1 -3 -4.87624142 3 6
## 99 1 28.893292337 1 -2 -4.87624142 4 6
## 100 1 -23.645909431 1 -4 -4.87624142 5 6
## 101 1 1.687193163 1 -4 -4.87624142 6 6
## 102 1 35.289435019 1 2 -4.87624142 7 6
## 103 1 0.154749732 1 6 -4.87624142 8 6
## 104 1 3.668443863 1 -4 -4.87624142 9 6
## 105 1 3.430526122 1 3 -4.87624142 10 6
## 106 1 16.534234533 1 -1 -4.87624142 11 6
## 107 1 0.675618324 1 0 -4.87624142 12 6
## 108 1 11.056647679 1 2 -4.87624142 13 6
## 109 1 3.653359508 1 -6 -4.87624142 14 6
## 110 1 25.204911243 1 -1 -4.87624142 15 6
## 111 1 23.509214052 1 1 4.70565574 1 7
## 112 1 -27.299878484 1 -3 4.70565574 2 7
## 113 1 19.784811887 1 4 4.70565574 3 7
## 114 1 -8.729660868 1 -7 4.70565574 4 7
## 115 1 3.803486088 1 7 4.70565574 5 7
## 116 1 -1.593481404 1 2 4.70565574 6 7
## 117 1 3.112684228 1 0 4.70565574 7 7
## 118 1 7.483824433 1 5 4.70565574 8 7
## 119 1 -11.110124664 1 6 4.70565574 9 7
## 120 1 -4.916298965 1 1 4.70565574 10 7
## 121 1 -13.555091643 1 -6 4.70565574 11 7
## 122 1 0.843464087 1 4 4.70565574 12 7
## 123 1 -28.785184844 1 5 4.70565574 13 7
## 124 1 -29.680952832 1 -3 4.70565574 14 7
## 125 1 1.292785155 1 1 4.70565574 15 7
## 126 1 -26.499162429 1 3 -10.00552758 1 8
## 127 1 18.499733518 1 0 -10.00552758 2 8
## 128 1 7.278052757 1 -1 -10.00552758 3 8
## 129 1 1.346148220 1 1 -10.00552758 4 8
## 130 1 19.603857041 1 5 -10.00552758 5 8
## 131 1 -8.605345220 1 -5 -10.00552758 6 8
## 132 1 -7.110580917 1 4 -10.00552758 7 8
## 133 1 19.344490628 1 6 -10.00552758 8 8
## 134 1 5.004935854 1 1 -10.00552758 9 8
## 135 1 -18.011482285 1 -2 -10.00552758 10 8
## 136 1 -2.400189224 1 -4 -10.00552758 11 8
## 137 1 -4.878595418 1 2 -10.00552758 12 8
## 138 1 36.301298451 1 1 -10.00552758 13 8
## 139 1 17.242132870 1 5 -10.00552758 14 8
## 140 1 34.075416349 1 -7 -10.00552758 15 8
## 141 1 6.636023051 1 7 -10.00552758 16 8
## 142 1 23.035483479 1 0 -10.00552758 17 8
## 143 1 -29.328324094 1 -7 -10.00552758 18 8
## 144 1 -9.989094420 1 1 -10.00552758 19 8
## 145 1 -18.697192914 1 6 -10.00552758 20 8
## 146 1 -38.099900986 0 -2 4.87180528 1 9
## 147 1 -2.139847652 0 -1 4.87180528 2 9
## 148 1 20.224708825 0 -5 4.87180528 3 9
## 149 1 -11.999541811 0 -1 4.87180528 4 9
## 150 1 0.011178932 0 -5 4.87180528 5 9
## 151 1 5.875565669 0 -3 4.87180528 6 9
## 152 1 33.593879814 0 1 4.87180528 7 9
## 153 1 5.186995551 0 7 4.87180528 8 9
## 154 1 -31.600951898 0 4 4.87180528 9 9
## 155 1 19.310444418 0 -1 4.87180528 10 9
## 156 1 4.236086071 0 -5 4.87180528 11 9
## 157 1 22.531591384 0 -1 4.87180528 12 9
## 158 1 16.253828409 0 -5 4.87180528 13 9
## 159 1 -23.166905502 0 2 4.87180528 14 9
## 160 1 11.702010457 0 7 4.87180528 15 9
## 161 1 23.617751855 0 -1 4.87180528 16 9
## 162 1 11.404038960 0 -1 4.87180528 17 9
## 163 1 -9.937117854 0 4 4.87180528 18 9
## 164 1 -3.141083608 0 -5 4.87180528 19 9
## 165 1 -7.878652934 0 1 3.41893374 1 10
## 166 1 -22.908707805 0 5 3.41893374 2 10
## 167 1 -2.955342453 0 7 3.41893374 3 10
## 168 1 -8.699617787 0 3 3.41893374 4 10
## 169 1 -1.424603346 0 5 3.41893374 5 10
## 170 1 5.722830631 0 3 3.41893374 6 10
## 171 1 5.898358782 0 -3 3.41893374 7 10
## 172 1 -10.461030252 0 -3 3.41893374 8 10
## 173 1 6.148512013 0 -7 3.41893374 9 10
## 174 1 8.143968081 0 -1 3.41893374 10 10
## 175 1 20.824348183 0 -1 3.41893374 11 10
## 176 1 -17.168554088 0 2 3.41893374 12 10
## 177 1 -29.286559633 0 0 3.41893374 13 10
## 178 1 14.436402753 0 6 3.41893374 14 10
## 179 1 19.445916506 0 0 3.41893374 15 10
## 180 1 2.172129639 0 5 3.41893374 16 10
## 181 1 3.862593552 0 2 3.41893374 17 10
## 182 1 5.934263858 0 -3 3.41893374 18 10
## 183 1 0.652770006 0 -4 3.41893374 19 10
## 184 1 -27.037750774 1 -3 -9.61289881 1 11
## 185 1 6.227474670 1 0 -9.61289881 2 11
## 186 1 -4.337929925 1 3 -9.61289881 3 11
## 187 1 15.342978615 1 -6 -9.61289881 4 11
## 188 1 -1.317250894 1 -5 -9.61289881 5 11
## 189 1 20.876242975 1 -2 -9.61289881 6 11
## 190 1 7.893141172 1 5 -9.61289881 7 11
## 191 1 28.600451889 1 2 -9.61289881 8 11
## 192 1 -12.922131403 1 4 -9.61289881 9 11
## 193 1 -9.489193977 1 2 -9.61289881 10 11
## 194 1 -0.645369982 1 -7 -9.61289881 11 11
## 195 1 -34.528130234 1 1 -9.61289881 12 11
## 196 1 -18.323675755 1 -1 -9.61289881 13 11
## 197 1 -51.782418402 1 1 -9.61289881 14 11
## 198 1 14.384960970 1 -5 -9.61289881 15 11
## 199 1 12.081567774 1 -6 -9.61289881 16 11
## 200 1 -33.650727132 1 1 -9.61289881 17 11
## 201 1 11.138891708 1 0 -9.61289881 18 11
## 202 1 -1.656133651 1 -4 -9.61289881 19 11
## 203 1 -8.513767658 0 0 9.11827594 1 12
## 204 1 5.450841868 0 -4 9.11827594 2 12
## 205 1 -3.894530967 0 -4 9.11827594 3 12
## 206 1 -4.403235151 0 7 9.11827594 4 12
## 207 1 -15.146027452 0 2 9.11827594 5 12
## 208 1 11.557031471 0 -1 9.11827594 6 12
## 209 1 4.722216175 0 7 9.11827594 7 12
## 210 1 26.494151789 0 0 9.11827594 8 12
## 211 1 -0.759341639 0 -1 9.11827594 9 12
## 212 1 -4.942228485 0 1 9.11827594 10 12
## 213 1 11.207737974 0 6 9.11827594 11 12
## 214 1 -50.396056680 0 -3 9.11827594 12 12
## 215 1 25.301169578 0 5 9.11827594 13 12
## 216 1 -6.540093862 0 6 9.11827594 14 12
## 217 1 -1.034758339 0 -3 9.11827594 15 12
## 218 1 -7.989452650 0 -4 9.11827594 16 12
## 219 1 19.475950969 0 0 9.11827594 17 12
## 220 1 -19.957842531 0 0 9.11827594 18 12
## 221 1 10.254172475 0 3 9.11827594 19 12
## 222 1 20.738920211 0 6 9.11827594 20 12
## 223 1 -1.720482985 1 1 -3.50767422 1 13
## 224 1 -6.906793638 1 -1 -3.50767422 2 13
## 225 1 42.522274737 1 -6 -3.50767422 3 13
## 226 1 -3.199820970 1 -5 -3.50767422 4 13
## 227 1 -21.368785330 1 5 -3.50767422 5 13
## 228 1 -22.584370407 1 -5 -3.50767422 6 13
## 229 1 22.103054892 1 -5 -3.50767422 7 13
## 230 1 6.921517276 1 0 -3.50767422 8 13
## 231 1 12.801377291 1 3 -3.50767422 9 13
## 232 1 -16.160810377 1 6 -3.50767422 10 13
## 233 1 5.938291259 1 -7 -3.50767422 11 13
## 234 1 -18.886820921 1 2 -3.50767422 12 13
## 235 1 2.470228602 1 3 -3.50767422 13 13
## 236 1 -25.059885096 1 -7 -3.50767422 14 13
## 237 1 31.829537236 1 6 -3.50767422 15 13
## 238 1 8.647124388 1 -5 -3.50767422 16 13
## 239 1 -0.240256603 1 -4 -3.50767422 17 13
## 240 1 -7.959603618 1 -3 -3.50767422 18 13
## 241 1 7.125273340 1 2 -3.50767422 19 13
## 242 1 12.358689173 1 -7 -3.50767422 20 13
## 243 1 9.951570583 1 -5 -3.50767422 21 13
## 244 1 16.793063837 1 2 -3.50767422 22 13
## 245 1 36.001736776 1 1 -3.50767422 23 13
## 246 1 -1.126122434 1 -2 -3.50767422 24 13
## 247 1 21.514546028 1 6 -3.50767422 25 13
## 248 1 19.408236852 0 -2 2.80993267 1 14
## 249 1 -41.316787827 0 6 2.80993267 2 14
## 250 1 -3.384445324 0 2 2.80993267 3 14
## 251 1 -10.222037368 0 -1 2.80993267 4 14
## 252 1 -40.495843729 0 -3 2.80993267 5 14
## 253 1 -11.966773276 0 4 2.80993267 6 14
## 254 1 16.428832315 0 -5 2.80993267 7 14
## 255 1 12.982454729 0 2 2.80993267 8 14
## 256 1 16.706827896 0 6 2.80993267 9 14
## 257 1 20.238242820 0 1 2.80993267 10 14
## 258 1 11.730011271 0 -4 2.80993267 11 14
## 259 1 -14.035089499 0 -1 2.80993267 12 14
## 260 1 -14.900950090 0 -1 2.80993267 13 14
## 261 1 35.079099507 0 1 2.80993267 14 14
## 262 1 10.757404993 0 6 2.80993267 15 14
## 263 1 -3.316958036 0 3 7.32472609 1 15
## 264 1 20.030554510 0 -2 7.32472609 2 15
## 265 1 48.752755984 0 7 7.32472609 3 15
## 266 1 13.610015912 0 -4 7.32472609 4 15
## 267 1 -12.653121470 0 5 7.32472609 5 15
## 268 1 10.412890365 0 3 7.32472609 6 15
## 269 1 -9.620703746 0 -4 7.32472609 7 15
## 270 1 -22.623793020 0 0 7.32472609 8 15
## 271 1 26.318331587 0 3 7.32472609 9 15
## 272 1 -36.232050394 0 -2 7.32472609 10 15
## 273 1 -0.890183879 0 0 7.32472609 11 15
## 274 1 1.410522417 0 -7 7.32472609 12 15
## 275 1 -29.716373517 0 4 7.32472609 13 15
## 276 1 -12.332581821 0 3 7.32472609 14 15
## 277 1 36.488007975 0 -6 7.32472609 15 15
## 278 1 -4.947391333 0 2 7.32472609 16 15
## 279 1 -21.436034759 1 -5 3.49888806 1 16
## 280 1 47.426695666 1 -2 3.49888806 2 16
## 281 1 5.272869773 1 -3 3.49888806 3 16
## 282 1 -26.922533710 1 2 3.49888806 4 16
## 283 1 -2.351785783 1 -4 3.49888806 5 16
## 284 1 -4.815571194 1 5 3.49888806 6 16
## 285 1 1.103164290 1 3 3.49888806 7 16
## 286 1 -8.656604960 1 -6 3.49888806 8 16
## 287 1 24.024776976 1 -4 3.49888806 9 16
## 288 1 15.231186508 1 -7 3.49888806 10 16
## 289 1 23.461869148 1 -2 3.49888806 11 16
## 290 1 1.690325193 1 0 3.49888806 12 16
## 291 1 20.202024290 1 -7 3.49888806 13 16
## 292 1 -21.656125127 1 3 3.49888806 14 16
## 293 1 16.322811390 1 1 3.49888806 15 16
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## 663 1 4.117710071 1 3 -5.43098771 21 34
## 664 1 -29.175378614 1 4 -5.43098771 22 34
## 665 1 6.381883314 1 -5 -2.60044124 1 35
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## 667 1 58.950807184 1 7 -2.60044124 3 35
## 668 1 -17.158411257 1 -6 -2.60044124 4 35
## 669 1 -1.401376928 1 6 -2.60044124 5 35
## 670 1 4.010697760 1 1 -2.60044124 6 35
## 671 1 -12.045096413 1 1 -2.60044124 7 35
## 672 1 14.134248961 1 6 -2.60044124 8 35
## 673 1 -35.358473344 1 1 -2.60044124 9 35
## 674 1 -4.040258665 1 3 -2.60044124 10 35
## 675 1 42.383531861 1 -5 -2.60044124 11 35
## 676 1 10.117194130 1 3 -2.60044124 12 35
## 677 1 4.924907078 1 3 -2.60044124 13 35
## 678 1 7.821469232 1 -2 -2.60044124 14 35
## 679 1 -6.925383518 1 6 -2.60044124 15 35
## 680 1 -9.626265222 1 -7 -2.60044124 16 35
## 681 1 2.569408433 1 2 -2.60044124 17 35
## 682 1 -8.572541561 1 1 -2.60044124 18 35
## 683 1 7.080687182 1 -5 -2.60044124 19 35
## 684 1 -10.514904353 1 -1 -2.60044124 20 35
## 685 1 -0.921788801 1 -6 -2.60044124 21 35
## 686 1 -2.765367712 1 -1 -2.60044124 22 35
## 687 1 2.677773963 1 -6 -2.60044124 23 35
## 688 1 6.608902287 1 -3 -2.60044124 24 35
## 689 1 -16.932417034 1 1 4.33218321 1 36
## 690 1 -44.510264785 1 -4 4.33218321 2 36
## 691 1 12.413466457 1 -5 4.33218321 3 36
## 692 1 -5.810737682 1 -4 4.33218321 4 36
## 693 1 21.418246402 1 -6 4.33218321 5 36
## 694 1 6.020020061 1 -7 4.33218321 6 36
## 695 1 -9.813387290 1 7 4.33218321 7 36
## 696 1 -0.077307465 1 2 4.33218321 8 36
## 697 1 -4.188745401 1 0 4.33218321 9 36
## 698 1 37.615284197 1 -4 4.33218321 10 36
## 699 1 31.203214501 1 5 4.33218321 11 36
## 700 1 6.863970043 1 6 4.33218321 12 36
## 701 1 -4.603254408 1 -7 4.33218321 13 36
## 702 1 16.392530738 1 -4 4.33218321 14 36
## 703 1 13.285853237 1 1 4.33218321 15 36
## 704 1 8.837386148 1 1 4.33218321 16 36
## 705 1 13.040956417 1 2 4.33218321 17 36
## 706 1 -33.112680801 1 7 4.33218321 18 36
## 707 1 22.220891081 1 3 4.33218321 19 36
## 708 1 13.755765279 1 -3 4.33218321 20 36
## 709 1 5.730706753 1 7 4.33218321 21 36
## 710 1 21.776702231 0 -4 4.99260568 1 37
## 711 1 10.442597561 0 7 4.99260568 2 37
## 712 1 2.260230089 0 -1 4.99260568 3 37
## 713 1 -16.479829001 0 3 4.99260568 4 37
## 714 1 -5.242425457 0 -5 4.99260568 5 37
## 715 1 6.148976644 0 1 4.99260568 6 37
## 716 1 -34.581827715 0 7 4.99260568 7 37
## 717 1 7.264551662 0 -5 4.99260568 8 37
## 718 1 18.992619644 0 -3 4.99260568 9 37
## 719 1 -22.019118785 0 -2 4.99260568 10 37
## 720 1 23.914517687 0 -6 4.99260568 11 37
## 721 1 -2.706776412 0 4 4.99260568 12 37
## 722 1 -0.563119853 0 1 4.99260568 13 37
## 723 1 -0.525210134 0 2 4.99260568 14 37
## 724 1 19.325313446 0 -3 4.99260568 15 37
## 725 1 7.258884145 0 5 4.99260568 16 37
## 726 1 7.369161425 0 5 4.99260568 17 37
## 727 1 -1.191596574 0 6 4.99260568 18 37
## 728 1 10.846300209 0 2 4.99260568 19 37
## 729 1 -7.703902828 1 0 0.72714813 1 38
## 730 1 -0.604710100 1 0 0.72714813 2 38
## 731 1 -5.485916999 1 5 0.72714813 3 38
## 732 1 8.323777656 1 4 0.72714813 4 38
## 733 1 1.447069548 1 -5 0.72714813 5 38
## 734 1 11.827789055 1 -3 0.72714813 6 38
## 735 1 5.442138632 1 -3 0.72714813 7 38
## 736 1 -13.904977168 1 -3 0.72714813 8 38
## 737 1 -44.051262567 1 -2 0.72714813 9 38
## 738 1 -17.471074604 1 1 0.72714813 10 38
## 739 1 29.422199509 1 -2 0.72714813 11 38
## 740 1 -9.576246531 1 7 0.72714813 12 38
## 741 1 1.641463160 1 7 0.72714813 13 38
## 742 1 -13.586761594 1 -5 0.72714813 14 38
## 743 1 46.602443305 1 3 0.72714813 15 38
## 744 1 -44.241954973 1 -3 0.72714813 16 38
## 745 1 -44.449496879 1 5 0.72714813 17 38
## 746 1 -8.934736242 1 5 0.72714813 18 38
## 747 1 -13.590115748 1 1 0.72714813 19 38
## 748 1 -11.078381313 1 1 0.72714813 20 38
## 749 1 40.306365151 1 4 0.72714813 21 38
## 750 1 3.701974734 1 6 5.25453311 1 39
## 751 1 2.117496829 1 3 5.25453311 2 39
## 752 1 -1.879102296 1 6 5.25453311 3 39
## 753 1 -40.689786813 1 5 5.25453311 4 39
## 754 1 38.292778211 1 -4 5.25453311 5 39
## 755 1 38.529415773 1 4 5.25453311 6 39
## 756 1 -0.109817484 1 2 5.25453311 7 39
## 757 1 -0.255074656 1 6 5.25453311 8 39
## 758 1 22.806334460 1 -2 5.25453311 9 39
## 759 1 11.469950018 1 0 5.25453311 10 39
## 760 1 -31.714744713 1 -2 5.25453311 11 39
## 761 1 -1.604752813 1 7 5.25453311 12 39
## 762 1 16.400658107 1 1 5.25453311 13 39
## 763 1 20.634907957 1 5 5.25453311 14 39
## 764 1 -4.565779942 1 6 5.25453311 15 39
## 765 1 -16.077943844 1 3 5.25453311 16 39
## 766 1 -13.704497077 1 7 5.25453311 17 39
## 767 1 8.902845282 1 -5 5.25453311 18 39
## 768 1 10.910164568 1 2 5.25453311 19 39
## 769 1 -15.308246354 1 -5 5.25453311 20 39
## 770 1 -9.894132379 1 -5 5.25453311 21 39
## 771 1 0.352470701 1 -1 5.25453311 22 39
## 772 1 15.554931651 1 -7 -0.74911453 1 40
## 773 1 -16.118718161 1 5 -0.74911453 2 40
## 774 1 -8.707651642 1 -6 -0.74911453 3 40
## 775 1 7.713858763 1 5 -0.74911453 4 40
## 776 1 -27.685926249 1 -6 -0.74911453 5 40
## 777 1 -61.129963576 1 -2 -0.74911453 6 40
## 778 1 -33.913250832 1 1 -0.74911453 7 40
## 779 1 -20.262785532 1 6 -0.74911453 8 40
## 780 1 -20.381052165 1 7 -0.74911453 9 40
## 781 1 27.363507496 1 0 -0.74911453 10 40
## 782 1 -15.906797368 1 4 -0.74911453 11 40
## 783 1 -16.088651371 1 -5 -0.74911453 12 40
## 784 1 0.925563078 1 -5 -0.74911453 13 40
## 785 1 53.993739270 1 -1 -0.74911453 14 40
## 786 1 30.207457567 1 -4 -0.74911453 15 40
## 787 1 -12.107277465 1 -4 -0.74911453 16 40
## 788 1 5.248614904 1 2 -0.74911453 17 40
## 789 1 -3.697166668 1 7 -0.74911453 18 40
## 790 1 11.887160648 1 -6 -0.74911453 19 40
## 791 1 -1.030692163 1 -7 -0.74911453 20 40
## 792 1 -20.110420650 1 3 -1.62598865 1 41
## 793 1 13.352344901 1 5 -1.62598865 2 41
## 794 1 5.330693510 1 7 -1.62598865 3 41
## 795 1 14.633783760 1 7 -1.62598865 4 41
## 796 1 24.354161545 1 0 -1.62598865 5 41
## 797 1 -37.515837962 1 1 -1.62598865 6 41
## 798 1 -10.168909636 1 -6 -1.62598865 7 41
## 799 1 -27.344984688 1 -1 -1.62598865 8 41
## 800 1 27.656955296 1 4 -1.62598865 9 41
## 801 1 6.890768178 1 6 -1.62598865 10 41
## 802 1 4.348085423 1 -3 -1.62598865 11 41
## 803 1 -31.538977364 1 -7 -1.62598865 12 41
## 804 1 -25.815672904 1 -7 -1.62598865 13 41
## 805 1 0.369684866 1 -4 -1.62598865 14 41
## 806 1 -13.398347091 1 0 -1.62598865 15 41
## 807 1 9.294889189 1 -6 -1.62598865 16 41
## 808 1 -17.400429896 1 7 -1.62598865 17 41
## 809 1 -1.576698047 1 -7 -1.62598865 18 41
## 810 1 -9.986015503 1 -2 -1.62598865 19 41
## 811 1 -20.703543377 1 -4 3.05167535 1 42
## 812 1 9.588424078 1 4 3.05167535 2 42
## 813 1 17.399459501 1 -2 3.05167535 3 42
## 814 1 4.669777315 1 5 3.05167535 4 42
## 815 1 -22.307948994 1 -5 3.05167535 5 42
## 816 1 15.888587581 1 -5 3.05167535 6 42
## 817 1 9.364623992 1 6 3.05167535 7 42
## 818 1 -25.462493839 1 5 3.05167535 8 42
## 819 1 20.608337684 1 -6 3.05167535 9 42
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## 821 1 -19.463081534 1 -6 3.05167535 11 42
## 822 1 -5.266203037 1 5 3.05167535 12 42
## 823 1 -6.560729054 1 5 3.05167535 13 42
## 824 1 28.032652636 1 -4 3.05167535 14 42
## 825 1 43.157055690 1 5 3.05167535 15 42
## 826 1 44.654304385 1 6 -2.63432956 1 43
## 827 1 24.112032980 1 4 -2.63432956 2 43
## 828 1 -16.156781893 1 2 -2.63432956 3 43
## 829 1 11.833258409 1 -2 -2.63432956 4 43
## 830 1 45.685837727 1 0 -2.63432956 5 43
## 831 1 17.079399967 1 -3 -2.63432956 6 43
## 832 1 20.314469238 1 -2 -2.63432956 7 43
## 833 1 12.866861391 1 -1 -2.63432956 8 43
## 834 1 -14.171212723 1 2 -2.63432956 9 43
## 835 1 -24.830019267 1 -3 -2.63432956 10 43
## 836 1 16.122855442 1 -3 -2.63432956 11 43
## 837 1 22.572481172 1 7 -2.63432956 12 43
## 838 1 -49.401776998 1 7 -2.63432956 13 43
## 839 1 -7.541125639 1 6 -2.63432956 14 43
## 840 1 -16.194237432 1 6 -2.63432956 15 43
## 841 1 -12.660108735 1 -5 -2.63432956 16 43
## 842 1 6.406866377 1 -2 -2.63432956 17 43
## 843 1 11.921446828 1 -4 -2.63432956 18 43
## 844 1 -27.900982817 1 -3 -2.63432956 19 43
## 845 1 -28.703761950 1 5 -2.63432956 20 43
## 846 1 19.197537992 1 5 -10.22767806 1 44
## 847 1 11.844016293 1 2 -10.22767806 2 44
## 848 1 -6.102243188 1 -6 -10.22767806 3 44
## 849 1 -1.757828074 1 1 -10.22767806 4 44
## 850 1 -0.187711157 1 7 -10.22767806 5 44
## 851 1 41.352494768 1 7 -10.22767806 6 44
## 852 1 6.657316778 1 -5 -10.22767806 7 44
## 853 1 3.400176329 1 -2 -10.22767806 8 44
## 854 1 15.006397903 1 0 -10.22767806 9 44
## 855 1 14.187364891 1 2 -10.22767806 10 44
## 856 1 -37.246237033 1 -6 -10.22767806 11 44
## 857 1 -12.585556723 1 5 -10.22767806 12 44
## 858 1 -24.169607176 1 1 -10.22767806 13 44
## 859 1 2.278427210 1 3 -10.22767806 14 44
## 860 1 0.341446120 1 -3 -10.22767806 15 44
## 861 1 10.807520566 1 4 -10.22767806 16 44
## 862 1 -10.266518134 1 -5 -10.22767806 17 44
## 863 1 2.203320780 1 2 -10.22767806 18 44
## 864 1 -8.395081566 1 -3 -10.22767806 19 44
## 865 1 -6.122862546 1 3 0.12082686 1 45
## 866 1 -13.902784804 1 0 0.12082686 2 45
## 867 1 -1.686159926 1 -2 0.12082686 3 45
## 868 1 28.233872147 1 -1 0.12082686 4 45
## 869 1 -1.166323247 1 4 0.12082686 5 45
## 870 1 11.263101847 1 6 0.12082686 6 45
## 871 1 -12.395549645 1 4 0.12082686 7 45
## 872 1 -10.491598887 1 4 0.12082686 8 45
## 873 1 -3.965074628 1 1 0.12082686 9 45
## 874 1 -12.724233407 1 -1 0.12082686 10 45
## 875 1 -5.239296370 1 -3 0.12082686 11 45
## 876 1 -35.805387638 1 1 0.12082686 12 45
## 877 1 -28.238057868 1 7 0.12082686 13 45
## 878 1 -33.203612199 1 -4 0.12082686 14 45
## 879 1 18.415444770 1 4 0.12082686 15 45
## 880 1 22.381195436 1 3 0.12082686 16 45
## 881 1 12.334908250 1 6 0.12082686 17 45
## 882 1 -10.979846430 0 1 4.94576834 1 46
## 883 1 18.873118320 0 -4 4.94576834 2 46
## 884 1 9.389739608 0 4 4.94576834 3 46
## 885 1 -5.934598356 0 -2 4.94576834 4 46
## 886 1 36.016900429 0 6 4.94576834 5 46
## 887 1 20.531861033 0 -1 4.94576834 6 46
## 888 1 -5.771821256 0 2 4.94576834 7 46
## 889 1 21.146432239 0 0 4.94576834 8 46
## 890 1 11.924534838 0 -6 4.94576834 9 46
## 891 1 12.091109948 0 3 4.94576834 10 46
## 892 1 2.001029114 0 -3 4.94576834 11 46
## 893 1 9.838450419 0 1 4.94576834 12 46
## 894 1 7.532094266 0 -4 4.94576834 13 46
## 895 1 30.431912983 0 -4 4.94576834 14 46
## 896 1 9.587483033 0 4 4.94576834 15 46
## 897 1 16.212079724 0 4 4.94576834 16 46
## 898 1 2.994021486 0 2 4.94576834 17 46
## 899 1 5.387016795 0 -5 4.94576834 18 46
## 900 1 0.405736903 0 2 4.94576834 19 46
## 901 1 41.621214292 0 -7 4.94576834 20 46
## 902 1 -16.628176236 0 -7 4.94576834 21 46
## 903 1 0.021021511 1 1 -13.44935641 1 47
## 904 1 16.405950142 1 7 -13.44935641 2 47
## 905 1 -28.232950241 1 5 -13.44935641 3 47
## 906 1 -21.521852603 1 -6 -13.44935641 4 47
## 907 1 12.468841409 1 -7 -13.44935641 5 47
## 908 1 -23.414585971 1 -1 -13.44935641 6 47
## 909 1 -47.361472712 1 2 -13.44935641 7 47
## 910 1 10.015721114 1 -7 -13.44935641 8 47
## 911 1 7.034012341 1 -6 -13.44935641 9 47
## 912 1 -12.363645334 1 -5 -13.44935641 10 47
## 913 1 9.275603276 1 -7 -13.44935641 11 47
## 914 1 18.290969907 1 -5 -13.44935641 12 47
## 915 1 -5.937790589 1 2 -13.44935641 13 47
## 916 1 -20.703137203 1 4 -13.44935641 14 47
## 917 1 19.033623949 1 7 -13.44935641 15 47
## 918 1 -14.716153144 1 2 -13.44935641 16 47
## 919 1 34.034213581 1 -3 -13.44935641 17 47
## 920 1 22.546492119 1 3 -13.44935641 18 47
## 921 1 6.001540244 1 2 -13.44935641 19 47
## 922 1 8.309104865 1 0 -13.44935641 20 47
## 923 1 2.970912116 1 -5 -13.44935641 21 47
## 924 1 49.981324043 1 7 -13.44935641 22 47
## 925 1 9.306358207 1 -7 -13.44935641 23 47
## 926 1 7.438217601 1 1 -13.44935641 24 47
## 927 1 -46.258725014 1 7 -13.44935641 25 47
## 928 1 -16.178212147 1 -1 9.54413713 1 48
## 929 1 8.821295896 1 -4 9.54413713 2 48
## 930 1 0.329219901 1 4 9.54413713 3 48
## 931 1 26.656863380 1 2 9.54413713 4 48
## 932 1 25.651103392 1 1 9.54413713 5 48
## 933 1 11.645955108 1 6 9.54413713 6 48
## 934 1 -22.284856383 1 -7 9.54413713 7 48
## 935 1 -5.029608696 1 1 9.54413713 8 48
## 936 1 -5.420216138 1 1 9.54413713 9 48
## 937 1 -4.473073066 1 -2 9.54413713 10 48
## 938 1 -5.326938148 1 -4 9.54413713 11 48
## 939 1 -7.516568523 1 2 9.54413713 12 48
## 940 1 11.235475411 1 6 9.54413713 13 48
## 941 1 -53.102552653 1 5 9.54413713 14 48
## 942 1 3.211953611 1 -2 9.54413713 15 48
## 943 1 -43.801894408 1 -4 9.54413713 16 48
## 944 1 8.227556617 1 -6 9.54413713 17 48
## 945 1 14.955126115 0 -7 5.89802918 1 49
## 946 1 -22.387533045 0 -4 5.89802918 2 49
## 947 1 -2.643543474 0 6 5.89802918 3 49
## 948 1 9.357863661 0 4 5.89802918 4 49
## 949 1 8.847925971 0 -7 5.89802918 5 49
## 950 1 30.207668495 0 -5 5.89802918 6 49
## 951 1 -51.820607652 0 0 5.89802918 7 49
## 952 1 15.084793753 0 5 5.89802918 8 49
## 953 1 30.553852684 0 3 5.89802918 9 49
## 954 1 -5.086551727 0 6 5.89802918 10 49
## 955 1 6.368432546 0 6 5.89802918 11 49
## 956 1 -14.847931686 0 -1 5.89802918 12 49
## 957 1 20.622923839 0 4 5.89802918 13 49
## 958 1 -11.298891752 0 3 5.89802918 14 49
## 959 1 -7.879001307 0 -7 5.89802918 15 49
## 960 1 -4.235063732 0 -3 5.89802918 16 49
## 961 1 6.860128307 0 -1 5.89802918 17 49
## 962 1 3.982411368 0 1 5.89802918 18 49
## 963 1 22.402788112 0 6 5.89802918 19 49
## 964 1 -17.229463491 0 0 5.89802918 20 49
## 965 1 -15.013933604 0 7 5.89802918 21 49
## 966 1 -23.402906396 0 -4 5.89802918 22 49
## 967 1 -2.364399304 0 4 5.89802918 23 49
## 968 1 -6.161474393 0 3 5.89802918 24 49
## 969 1 -35.844293473 0 -3 5.89802918 25 49
## 970 1 -39.168850014 1 0 -3.76086839 1 50
## 971 1 -11.154638644 1 7 -3.76086839 2 50
## 972 1 -0.600695539 1 1 -3.76086839 3 50
## 973 1 -4.339391543 1 3 -3.76086839 4 50
## 974 1 -26.642013010 1 5 -3.76086839 5 50
## 975 1 6.213493927 1 -5 -3.76086839 6 50
## 976 1 9.377872378 1 -4 -3.76086839 7 50
## 977 1 14.435594729 1 -7 -3.76086839 8 50
## 978 1 -10.510701041 1 4 -3.76086839 9 50
## 979 1 -24.652110123 1 6 -3.76086839 10 50
## 980 1 -2.266717529 1 4 -3.76086839 11 50
## 981 1 10.104384005 1 -4 -3.76086839 12 50
## 982 1 15.187381076 1 -6 -3.76086839 13 50
## 983 1 18.799414264 1 -3 -3.76086839 14 50
## 984 1 -21.124013075 1 7 -3.76086839 15 50
## 985 1 15.808147412 1 3 -3.76086839 16 50
## 986 1 21.346830020 1 -4 -3.76086839 17 50
## 987 1 3.086779671 1 -1 -3.76086839 18 50
## 988 1 -26.807461809 1 -5 -3.76086839 19 50
## 989 1 -8.668848817 1 -4 -3.76086839 20 50
## 990 1 -5.036305524 1 5 -3.76086839 21 50
## 991 1 21.150991584 1 0 -3.76086839 22 50
## 992 1 -9.378382169 1 6 -3.76086839 23 50
## error int_classroom fixed_outcome random_effects achievement
## 1 0.643202405 -0.76667036 41.14847 -0.76667036 41.02500
## 2 1.300026972 -0.76667036 43.61623 -0.76667036 44.14959
## 3 3.440818288 -0.76667036 47.24423 -0.76667036 49.91837
## 4 1.305314988 -0.76667036 67.55721 -0.76667036 68.09586
## 5 2.837319520 -0.76667036 64.50053 -0.76667036 66.57118
## 6 1.525514770 -0.76667036 56.68073 -0.76667036 57.43958
## 7 0.378630457 -0.76667036 58.23648 -0.76667036 57.84844
## 8 4.304943292 -0.76667036 62.70750 -0.76667036 66.24577
## 9 -9.299757139 -0.76667036 38.30151 -0.76667036 28.23509
## 10 -4.271769405 -0.76667036 50.56092 -0.76667036 45.52248
## 11 -5.644133111 -0.76667036 55.55699 -0.76667036 49.14619
## 12 -6.567021290 -0.76667036 49.75132 -0.76667036 42.41763
## 13 6.711004822 -0.76667036 55.74084 -0.76667036 61.68517
## 14 1.375400361 -0.76667036 47.70295 -0.76667036 48.31168
## 15 1.052956700 -0.76667036 41.30704 -0.76667036 41.59333
## 16 4.086608669 -0.76667036 54.61673 -0.76667036 57.93667
## 17 6.413001336 -3.66769164 41.54108 -3.66769164 44.28639
## 18 -1.892279311 -3.66769164 68.77076 -3.66769164 63.21079
## 19 -2.074253961 -3.66769164 44.44963 -3.66769164 38.70768
## 20 3.846652518 -3.66769164 50.97385 -3.66769164 51.15281
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## 785 -2.916877012 0.54227640 72.51022 0.54227640 70.13562
## 786 3.728654005 0.54227640 62.69570 0.54227640 66.96663
## 787 3.664663043 0.54227640 45.76981 0.54227640 49.97675
## 788 1.241144222 0.54227640 53.31217 0.54227640 55.09559
## 789 1.451538468 0.54227640 50.23385 0.54227640 52.22767
## 790 4.247830432 0.54227640 55.16759 0.54227640 59.95769
## 791 -2.935446411 0.54227640 49.90044 0.54227640 47.50727
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## 801 1.716185830 5.32554125 54.14981 5.32554125 61.19154
## 802 -2.785823500 5.32554125 52.23274 5.32554125 54.77245
## 803 5.398405512 5.32554125 37.47791 5.32554125 48.20186
## 804 1.316890946 5.32554125 39.76723 5.32554125 46.40967
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## 809 0.236511183 5.32554125 49.46282 5.32554125 55.02488
## 810 -1.033553061 5.32554125 46.59910 5.32554125 50.89108
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## 812 -3.097938541 -3.40875083 56.19829 -3.40875083 49.69160
## 813 1.295147933 -3.40875083 58.72270 -3.40875083 56.60910
## 814 0.648410792 -3.40875083 54.33083 -3.40875083 51.57049
## 815 -1.659998910 -3.40875083 42.53974 -3.40875083 37.47099
## 816 1.581864186 -3.40875083 57.81835 -3.40875083 55.99147
## 817 7.181713981 -3.40875083 56.30877 -3.40875083 60.08173
## 818 -2.232696233 -3.40875083 42.27792 -3.40875083 36.63647
## 819 3.899651736 -3.40875083 59.60625 -3.40875083 60.09715
## 820 -1.898392484 -3.40875083 55.72540 -3.40875083 50.41826
## 821 -5.085525452 -3.40875083 43.57769 -3.40875083 35.08341
## 822 -2.973654028 -3.40875083 50.35644 -3.40875083 43.97403
## 823 -0.778452844 -3.40875083 49.83863 -3.40875083 45.65142
## 824 -3.763901257 -3.40875083 62.77598 -3.40875083 55.60333
## 825 -1.726376908 -3.40875083 69.72574 -3.40875083 64.59061
## 826 5.550092842 1.97269521 69.00314 1.97269521 76.52593
## 827 -5.326944909 1.97269521 60.58623 1.97269521 57.23198
## 828 3.271014118 1.97269521 44.27870 1.97269521 49.52241
## 829 1.717265000 1.97269521 55.07472 1.97269521 58.76468
## 830 -1.150124549 1.97269521 68.81575 1.97269521 69.63832
## 831 -0.391931616 1.97269521 57.07318 1.97269521 58.65394
## 832 -0.130162235 1.97269521 58.46721 1.97269521 60.30974
## 833 1.142296122 1.97269521 55.58816 1.97269521 58.70315
## 834 -4.322174865 1.97269521 45.07293 1.97269521 42.72345
## 835 -1.009145980 1.97269521 40.30941 1.97269521 41.27296
## 836 -1.061570864 1.97269521 56.69056 1.97269521 57.60168
## 837 2.647997377 1.97269521 60.27041 1.97269521 64.89110
## 838 -2.080570512 1.97269521 31.48071 1.97269521 31.37283
## 839 2.283047567 1.97269521 48.12497 1.97269521 52.38071
## 840 7.509970018 1.97269521 44.66372 1.97269521 54.14639
## 841 -4.525098735 1.97269521 44.97737 1.97269521 42.42497
## 842 -0.265527903 1.97269521 52.90416 1.97269521 54.61133
## 843 1.935093854 1.97269521 54.91000 1.97269521 58.81779
## 844 -3.625054646 1.97269521 39.08102 1.97269521 37.42867
## 845 -5.684024605 1.97269521 39.55991 1.97269521 35.84858
## 846 1.439496424 2.38342399 56.82210 2.38342399 60.64502
## 847 0.046794098 2.38342399 53.58069 2.38342399 56.01091
## 848 7.902592265 2.38342399 45.60218 2.38342399 55.88820
## 849 -4.703114689 2.38342399 48.03995 2.38342399 45.72026
## 850 -0.039521751 2.38342399 49.26800 2.38342399 51.61190
## 851 -2.375746362 2.38342399 65.88408 2.38342399 65.89176
## 852 -0.197484585 2.38342399 50.80601 2.38342399 52.99195
## 853 2.187024314 2.38342399 49.80315 2.38342399 54.37360
## 854 -1.484986264 2.38342399 54.64564 2.38342399 55.54408
## 855 -0.569967034 2.38342399 54.51803 2.38342399 56.33148
## 856 -4.085140792 2.38342399 33.14459 2.38342399 31.44287
## 857 -2.176559762 2.38342399 44.10886 2.38342399 44.31572
## 858 -1.677523095 2.38342399 39.07524 2.38342399 39.78114
## 859 -2.295388979 2.38342399 49.85445 2.38342399 49.94249
## 860 -5.250971081 2.38342399 48.47966 2.38342399 45.61211
## 861 0.315893188 2.38342399 53.36609 2.38342399 56.06541
## 862 0.816305465 2.38342399 44.03647 2.38342399 47.23620
## 863 -2.695649703 2.38342399 49.72441 2.38342399 49.41218
## 864 6.752275377 2.38342399 44.98505 2.38342399 54.12075
## 865 2.931343252 -2.37036136 49.08106 -2.37036136 49.64204
## 866 2.739748576 -2.37036136 45.66909 -2.37036136 46.03848
## 867 2.474375512 -2.37036136 50.35574 -2.37036136 50.45976
## 868 2.273748477 -2.37036136 62.42376 -2.37036136 62.32714
## 869 -1.384656800 -2.37036136 51.16368 -2.37036136 47.40866
## 870 -2.102240044 -2.37036136 56.33545 -2.37036136 51.86285
## 871 1.393777266 -2.37036136 46.67199 -2.37036136 45.69540
## 872 -1.082697535 -2.37036136 47.43357 -2.37036136 43.98051
## 873 -3.013559248 -2.37036136 49.74418 -2.37036136 44.36026
## 874 4.970432845 -2.37036136 46.04051 -2.37036136 48.64058
## 875 -6.552771935 -2.37036136 48.83449 -2.37036136 39.91135
## 876 4.569348597 -2.37036136 37.00805 -2.37036136 39.20704
## 877 2.926651831 -2.37036136 40.63498 -2.37036136 41.19127
## 878 9.086573169 -2.37036136 37.54876 -2.37036136 44.26497
## 879 -1.726773907 -2.37036136 58.99638 -2.37036136 54.89925
## 880 -0.506444763 -2.37036136 60.48268 -2.37036136 57.60588
## 881 -0.392215746 -2.37036136 56.76417 -2.37036136 54.00159
## 882 1.358707921 -0.91510987 46.94450 -0.91510987 47.38810
## 883 -4.533410863 -0.91510987 58.38569 -0.91510987 52.93717
## 884 -3.010749444 -0.91510987 55.39234 -0.91510987 51.46648
## 885 2.038466273 -0.91510987 48.66260 -0.91510987 49.78596
## 886 1.515765037 -0.91510987 66.24320 -0.91510987 66.84386
## 887 4.158933047 -0.91510987 59.34919 -0.91510987 62.59301
## 888 -2.657841085 -0.91510987 49.12771 -0.91510987 45.55476
## 889 -4.355490090 -0.91510987 59.69501 -0.91510987 54.42442
## 890 -6.096119424 -0.91510987 55.40626 -0.91510987 48.39503
## 891 -2.418719850 -0.91510987 56.37289 -0.91510987 53.03906
## 892 2.137806271 -0.91510987 51.73685 -0.91510987 52.95955
## 893 2.436729613 -0.91510987 55.27182 -0.91510987 56.79344
## 894 -0.162669587 -0.91510987 53.84928 -0.91510987 52.77150
## 895 -0.164414738 -0.91510987 63.00921 -0.91510987 61.92968
## 896 2.948544795 -0.91510987 55.47144 -0.91510987 57.50487
## 897 1.269629381 -0.91510987 58.12127 -0.91510987 58.47579
## 898 0.712731149 -0.91510987 52.63405 -0.91510987 52.43167
## 899 -0.010746123 -0.91510987 52.89125 -0.91510987 51.96539
## 900 1.742280899 -0.91510987 51.59874 -0.91510987 52.42591
## 901 -0.205580256 -0.91510987 67.18493 -0.91510987 66.06424
## 902 1.182063363 -0.91510987 43.88517 -0.91510987 44.15213
## 903 -0.572000843 -2.50579197 47.94607 -2.50579197 44.86828
## 904 2.870892814 -2.50579197 55.10004 -2.50579197 55.46514
## 905 -1.335694749 -2.50579197 37.04448 -2.50579197 33.20299
## 906 -4.244216249 -2.50579197 38.62892 -2.50579197 31.87891
## 907 1.171258241 -2.50579197 52.12520 -2.50579197 50.79066
## 908 -2.507710956 -2.50579197 38.37183 -2.50579197 33.35832
## 909 -1.805016303 -2.50579197 29.09307 -2.50579197 24.78226
## 910 -2.343261177 -2.50579197 51.14395 -2.50579197 46.29490
## 911 1.601407389 -2.50579197 50.05127 -2.50579197 49.14688
## 912 2.542451294 -2.50579197 42.39220 -2.50579197 42.42886
## 913 0.466228349 -2.50579197 50.84790 -2.50579197 48.80834
## 914 2.738190396 -2.50579197 54.65405 -2.50579197 54.88645
## 915 -4.381686538 -2.50579197 45.66254 -2.50579197 38.77507
## 916 4.359646519 -2.50579197 39.95641 -2.50579197 41.81026
## 917 3.300596481 -2.50579197 56.15111 -2.50579197 56.94591
## 918 -1.908825777 -2.50579197 42.15120 -2.50579197 37.73658
## 919 1.362121958 -2.50579197 61.15135 -2.50579197 60.00768
## 920 -8.150713275 -2.50579197 57.15626 -2.50579197 46.49975
## 921 1.993560698 -2.50579197 50.43828 -2.50579197 49.92605
## 922 2.815758271 -2.50579197 51.16130 -2.50579197 51.47127
## 923 4.222492813 -2.50579197 48.52603 -2.50579197 50.24273
## 924 1.416196697 -2.50579197 68.53019 -2.50579197 67.44060
## 925 0.118254001 -2.50579197 50.86020 -2.50579197 48.47267
## 926 2.098691483 -2.50579197 50.91295 -2.50579197 50.50585
## 927 0.158635145 -2.50579197 30.03417 -2.50579197 27.68701
## 928 -0.524623283 3.02114100 47.01475 3.02114100 49.51127
## 929 -5.928591809 3.02114100 56.71455 3.02114100 53.80710
## 930 1.504507867 3.02114100 54.11772 3.02114100 58.64337
## 931 -3.712837865 3.02114100 64.44878 3.02114100 63.75708
## 932 3.918649520 3.02114100 63.94648 3.02114100 70.88627
## 933 1.419791603 3.02114100 58.84442 3.02114100 63.28535
## 934 1.001096881 3.02114100 43.97209 3.02114100 47.99433
## 935 7.625723890 3.02114100 51.67419 3.02114100 62.32106
## 936 4.999988594 3.02114100 51.51795 3.02114100 59.53908
## 937 4.218463639 3.02114100 51.59681 3.02114100 58.83641
## 938 -4.128470659 3.02114100 51.05526 3.02114100 49.94793
## 939 1.192381769 3.02114100 50.77941 3.02114100 54.99293
## 940 3.938510486 3.02114100 58.68022 3.02114100 65.63988
## 941 -8.108536077 3.02114100 32.84501 3.02114100 27.75762
## 942 1.877926233 3.02114100 54.67082 3.02114100 59.56988
## 943 -0.009040899 3.02114100 35.66528 3.02114100 38.67738
## 944 -2.975707599 3.02114100 56.27706 3.02114100 56.32249
## 945 2.418531908 -3.02659943 56.75656 -3.02659943 56.14849
## 946 5.254366393 -3.02659943 42.11949 -3.02659943 44.34726
## 947 -0.809212763 -3.02659943 51.01709 -3.02659943 47.18128
## 948 -4.086073370 -3.02659943 55.61765 -3.02659943 48.50498
## 949 1.650448614 -3.02659943 54.31368 -3.02659943 52.93753
## 950 -3.639787508 -3.02659943 63.05757 -3.02659943 56.39119
## 951 -0.108974960 -3.02659943 30.74626 -3.02659943 27.61069
## 952 -5.457525537 -3.02659943 58.00842 -3.02659943 49.52430
## 953 -3.032746042 -3.02659943 63.99605 -3.02659943 57.93670
## 954 -3.505837156 -3.02659943 50.03989 -3.02659943 43.50745
## 955 -3.234030004 -3.02659943 54.62188 -3.02659943 48.36125
## 956 0.913605153 -3.02659943 45.43533 -3.02659943 43.32234
## 957 -2.655871274 -3.02659943 60.12368 -3.02659943 54.44121
## 958 3.779286857 -3.02659943 47.25495 -3.02659943 48.00764
## 959 -3.906034138 -3.02659943 47.62291 -3.02659943 40.69027
## 960 2.796866284 -3.02659943 49.48048 -3.02659943 49.25075
## 961 -0.941234827 -3.02659943 54.11856 -3.02659943 50.15072
## 962 -1.948788562 -3.02659943 53.16747 -3.02659943 48.19208
## 963 -3.812605100 -3.02659943 61.03562 -3.02659943 54.19642
## 964 -1.317718484 -3.02659943 44.58272 -3.02659943 40.23840
## 965 -0.860874753 -3.02659943 46.16893 -3.02659943 42.28146
## 966 -0.774835949 -3.02659943 41.71334 -3.02659943 37.91191
## 967 -3.298515834 -3.02659943 50.92875 -3.02659943 44.60363
## 968 7.391947312 -3.02659943 49.30992 -3.02659943 53.67527
## 969 0.590036291 -3.02659943 36.83679 -3.02659943 34.40023
## 970 -7.546383374 -1.02122233 34.59224 -1.02122233 26.02464
## 971 -3.969799578 -1.02122233 46.49793 -1.02122233 41.50691
## 972 -7.393273394 -1.02122233 50.11950 -1.02122233 41.70501
## 973 -2.271066150 -1.02122233 48.82403 -1.02122233 45.53174
## 974 -5.754924328 -1.02122233 40.10298 -1.02122233 33.32683
## 975 1.856475573 -1.02122233 52.24518 -1.02122233 53.08043
## 976 2.796036259 -1.02122233 53.61093 -1.02122233 55.38575
## 977 -1.247412334 -1.02122233 55.33402 -1.02122233 53.06539
## 978 0.191284502 -1.02122233 46.45550 -1.02122233 45.62556
## 979 3.825109749 -1.02122233 40.99894 -1.02122233 43.80283
## 980 -0.557472124 -1.02122233 49.75310 -1.02122233 48.17440
## 981 2.048813565 -1.02122233 53.90154 -1.02122233 54.92913
## 982 -0.821825691 -1.02122233 55.73474 -1.02122233 53.89169
## 983 0.144166807 -1.02122233 57.47955 -1.02122233 56.60249
## 984 1.727110026 -1.02122233 42.51018 -1.02122233 43.21607
## 985 -6.841670783 -1.02122233 56.88304 -1.02122233 49.02015
## 986 0.681307643 -1.02122233 58.39851 -1.02122233 58.05860
## 987 0.839736676 -1.02122233 51.39449 -1.02122233 51.21301
## 988 -2.918382257 -1.02122233 39.03680 -1.02122233 35.09719
## 989 1.863917244 -1.02122233 46.39224 -1.02122233 47.23494
## 990 1.309520800 -1.02122233 48.74526 -1.02122233 49.03356
## 991 -3.082492748 -1.02122233 58.72018 -1.02122233 54.61646
## 992 0.067291570 -1.02122233 47.10843 -1.02122233 46.15450
level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 2
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 8.070748375 1 7 0.839165591 1 1
## 2 1 6.046918400 1 -4 0.839165591 2 1
## 3 1 -20.014366604 1 -5 0.839165591 3 1
## 4 1 36.374812586 1 7 0.839165591 4 1
## 5 1 8.172996715 1 4 0.839165591 5 1
## 6 1 1.566455857 1 -1 0.839165591 6 1
## 7 1 -8.070387441 1 7 0.839165591 7 1
## 8 1 -10.293056330 1 -1 0.839165591 8 1
## 9 1 -45.788155344 1 -1 0.839165591 9 1
## 10 1 7.839896418 1 -6 0.839165591 10 1
## 11 1 30.899676262 1 -2 0.839165591 11 1
## 12 1 -9.605111381 1 -1 0.839165591 12 1
## 13 1 -0.152067703 1 4 0.839165591 13 1
## 14 1 18.468441208 1 2 0.839165591 14 1
## 15 1 27.190649102 1 1 0.839165591 15 1
## 16 1 12.698749269 1 -2 0.839165591 16 1
## 17 1 -11.122388057 1 -2 0.839165591 17 1
## 18 1 18.590852373 1 -4 0.839165591 18 1
## 19 1 32.545389148 1 -5 0.839165591 19 1
## 20 1 4.330875736 1 -5 4.060401464 1 2
## 21 1 20.885205192 1 -4 4.060401464 2 2
## 22 1 24.160292561 1 3 4.060401464 3 2
## 23 1 -24.478605729 1 2 4.060401464 4 2
## 24 1 -33.698267049 1 0 4.060401464 5 2
## 25 1 6.907113824 1 2 4.060401464 6 2
## 26 1 -13.569869426 1 -3 4.060401464 7 2
## 27 1 23.545123979 1 -3 4.060401464 8 2
## 28 1 -38.672224156 1 -4 4.060401464 9 2
## 29 1 8.538848840 1 -1 4.060401464 10 2
## 30 1 11.443454958 1 -3 4.060401464 11 2
## 31 1 8.183859981 1 1 4.060401464 12 2
## 32 1 -9.963978373 1 0 4.060401464 13 2
## 33 1 -11.699520708 1 6 4.060401464 14 2
## 34 1 -3.558706825 1 -3 4.060401464 15 2
## 35 1 4.497895432 1 -4 4.060401464 16 2
## 36 1 -8.087687721 1 0 4.060401464 17 2
## 37 1 44.177084112 1 -1 4.060401464 18 2
## 38 1 -22.474749012 1 1 4.060401464 19 2
## 39 1 1.093153175 1 -2 4.060401464 20 2
## 40 1 6.248731584 1 -1 4.060401464 21 2
## 41 1 18.196060147 1 3 -8.636365687 1 3
## 42 1 -35.608429269 1 7 -8.636365687 2 3
## 43 1 -17.170835102 1 1 -8.636365687 3 3
## 44 1 26.442608415 1 6 -8.636365687 4 3
## 45 1 -15.785302003 1 6 -8.636365687 5 3
## 46 1 12.120493697 1 -7 -8.636365687 6 3
## 47 1 -18.013340768 1 -1 -8.636365687 7 3
## 48 1 -9.999209318 1 -7 -8.636365687 8 3
## 49 1 -7.059996740 1 7 -8.636365687 9 3
## 50 1 7.216049256 1 -7 -8.636365687 10 3
## 51 1 16.564211037 1 2 -8.636365687 11 3
## 52 1 3.869050376 1 2 -8.636365687 12 3
## 53 1 -9.393844649 1 -5 -8.636365687 13 3
## 54 1 -43.579024479 1 7 -8.636365687 14 3
## 55 1 11.878666779 1 0 -8.636365687 15 3
## 56 1 12.671416725 1 2 -8.636365687 16 3
## 57 1 -26.263544202 1 4 -8.636365687 17 3
## 58 1 -32.896361939 1 3 -8.636365687 18 3
## 59 1 22.662155363 1 1 -8.636365687 19 3
## 60 1 -40.564884969 1 6 1.241781588 1 4
## 61 1 -28.499700416 1 6 1.241781588 2 4
## 62 1 1.016378008 1 -6 1.241781588 3 4
## 63 1 -14.189920261 1 3 1.241781588 4 4
## 64 1 9.878196233 1 0 1.241781588 5 4
## 65 1 54.503896210 1 -6 1.241781588 6 4
## 66 1 -17.353047064 1 3 1.241781588 7 4
## 67 1 -24.862294018 1 -1 1.241781588 8 4
## 68 1 13.484160349 1 -6 1.241781588 9 4
## 69 1 -22.670249245 1 -6 1.241781588 10 4
## 70 1 9.422052969 1 -2 1.241781588 11 4
## 71 1 22.094752189 1 -6 1.241781588 12 4
## 72 1 -10.110748350 1 6 1.241781588 13 4
## 73 1 21.793129264 1 -7 1.241781588 14 4
## 74 1 46.955711596 1 -2 1.241781588 15 4
## 75 1 27.169686541 1 -2 1.241781588 16 4
## 76 1 3.688135470 1 -4 1.241781588 17 4
## 77 1 -18.609373424 1 3 1.241781588 18 4
## 78 1 -27.068973670 1 0 -7.283062553 1 5
## 79 1 17.695303604 1 -7 -7.283062553 2 5
## 80 1 -17.747098914 1 -5 -7.283062553 3 5
## 81 1 -41.535718985 1 4 -7.283062553 4 5
## 82 1 -6.160230849 1 -2 -7.283062553 5 5
## 83 1 3.059732751 1 -3 -7.283062553 6 5
## 84 1 17.657893068 1 6 -7.283062553 7 5
## 85 1 22.565638841 1 7 -7.283062553 8 5
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## 1861 1 3.100835513 0 0 8.494324247 17 92
## 1862 1 -9.084557550 1 3 -11.592921564 1 93
## 1863 1 -36.332070610 1 -1 -11.592921564 2 93
## 1864 1 -7.847464579 1 0 -11.592921564 3 93
## 1865 1 -11.091976573 1 -5 -11.592921564 4 93
## 1866 1 1.279483450 1 4 -11.592921564 5 93
## 1867 1 -36.193448558 1 -2 -11.592921564 6 93
## 1868 1 0.021925719 1 -6 -11.592921564 7 93
## 1869 1 -28.068925228 1 4 -11.592921564 8 93
## 1870 1 -19.791395136 1 1 -11.592921564 9 93
## 1871 1 -6.685124688 1 5 -11.592921564 10 93
## 1872 1 4.221768347 1 -1 -11.592921564 11 93
## 1873 1 -6.013934075 1 0 -11.592921564 12 93
## 1874 1 0.473324398 1 4 -11.592921564 13 93
## 1875 1 -8.479508220 1 -6 -11.592921564 14 93
## 1876 1 18.261781881 1 7 -11.592921564 15 93
## 1877 1 -24.838751968 1 -7 -11.592921564 16 93
## 1878 1 21.207531223 1 3 -11.592921564 17 93
## 1879 1 -14.318497205 1 7 -11.592921564 18 93
## 1880 1 -2.378104256 1 5 -11.592921564 19 93
## 1881 1 -42.822204548 1 5 -11.592921564 20 93
## 1882 1 -10.784397271 1 4 -11.592921564 21 93
## 1883 1 -12.723066697 1 6 0.366514903 1 94
## 1884 1 -19.238183069 1 7 0.366514903 2 94
## 1885 1 4.259259133 1 -7 0.366514903 3 94
## 1886 1 6.343689783 1 -3 0.366514903 4 94
## 1887 1 18.276070517 1 -7 0.366514903 5 94
## 1888 1 -15.209173322 1 7 0.366514903 6 94
## 1889 1 2.120658382 1 -3 0.366514903 7 94
## 1890 1 -10.210389462 1 0 0.366514903 8 94
## 1891 1 -9.299939591 1 -2 0.366514903 9 94
## 1892 1 -31.382669228 1 6 0.366514903 10 94
## 1893 1 -4.647535578 1 -3 0.366514903 11 94
## 1894 1 7.032136929 1 1 0.366514903 12 94
## 1895 1 8.622965355 1 6 0.366514903 13 94
## 1896 1 36.334659996 1 2 0.366514903 14 94
## 1897 1 -22.403666089 1 -6 0.366514903 15 94
## 1898 1 -4.486427288 1 -5 0.366514903 16 94
## 1899 1 -7.004384811 1 -2 0.366514903 17 94
## 1900 1 38.986334982 1 3 0.366514903 18 94
## 1901 1 10.950148799 1 2 0.366514903 19 94
## 1902 1 1.615922609 1 6 0.366514903 20 94
## 1903 1 11.178044653 1 0 0.366514903 21 94
## 1904 1 -25.283572137 1 -3 0.366514903 22 94
## 1905 1 21.720948324 1 7 -7.374674031 1 95
## 1906 1 -2.684883600 1 -6 -7.374674031 2 95
## 1907 1 -49.539501895 1 -2 -7.374674031 3 95
## 1908 1 10.630797254 1 0 -7.374674031 4 95
## 1909 1 -9.955301689 1 4 -7.374674031 5 95
## 1910 1 25.837486763 1 1 -7.374674031 6 95
## 1911 1 39.662614814 1 2 -7.374674031 7 95
## 1912 1 8.781801321 1 3 -7.374674031 8 95
## 1913 1 -22.001172501 1 -2 -7.374674031 9 95
## 1914 1 19.620355373 1 6 -7.374674031 10 95
## 1915 1 -0.807927197 1 1 -7.374674031 11 95
## 1916 1 -2.254666350 1 -4 -7.374674031 12 95
## 1917 1 1.010569579 1 -5 -7.374674031 13 95
## 1918 1 15.057514420 1 2 -7.374674031 14 95
## 1919 1 -24.750617291 1 3 -7.374674031 15 95
## 1920 1 -10.721606687 1 -4 -7.374674031 16 95
## 1921 1 -4.127306494 0 6 8.730534703 1 96
## 1922 1 6.329773100 0 2 8.730534703 2 96
## 1923 1 -17.492664282 0 2 8.730534703 3 96
## 1924 1 7.519825319 0 -2 8.730534703 4 96
## 1925 1 11.886103100 0 3 8.730534703 5 96
## 1926 1 -2.434217583 0 3 8.730534703 6 96
## 1927 1 -6.897641358 0 6 8.730534703 7 96
## 1928 1 13.615971310 0 -6 8.730534703 8 96
## 1929 1 31.607820209 0 -2 8.730534703 9 96
## 1930 1 14.518796381 0 -6 8.730534703 10 96
## 1931 1 -15.604538440 0 -4 8.730534703 11 96
## 1932 1 -12.616405366 0 3 8.730534703 12 96
## 1933 1 3.085166151 0 6 8.730534703 13 96
## 1934 1 -4.325138907 0 -7 8.730534703 14 96
## 1935 1 5.840700918 0 1 8.730534703 15 96
## 1936 1 21.648242161 0 -3 8.730534703 16 96
## 1937 1 19.744288572 1 3 -4.016687248 1 97
## 1938 1 11.306141598 1 -6 -4.016687248 2 97
## 1939 1 6.308968364 1 2 -4.016687248 3 97
## 1940 1 0.137556337 1 -2 -4.016687248 4 97
## 1941 1 32.413696275 1 0 -4.016687248 5 97
## 1942 1 39.983687573 1 -3 -4.016687248 6 97
## 1943 1 15.509636258 1 -4 -4.016687248 7 97
## 1944 1 -9.191709509 1 1 -4.016687248 8 97
## 1945 1 2.046746428 1 1 -4.016687248 9 97
## 1946 1 -15.936313774 1 -6 -4.016687248 10 97
## 1947 1 -20.763178427 1 5 -4.016687248 11 97
## 1948 1 -15.755289381 1 -7 -4.016687248 12 97
## 1949 1 -4.134606428 1 1 -4.016687248 13 97
## 1950 1 -19.873719360 1 3 -4.016687248 14 97
## 1951 1 37.786943130 1 5 -4.016687248 15 97
## 1952 1 -16.140909745 1 -7 1.593182964 1 98
## 1953 1 4.989546984 1 -2 1.593182964 2 98
## 1954 1 43.165249467 1 -3 1.593182964 3 98
## 1955 1 17.518698131 1 -1 1.593182964 4 98
## 1956 1 5.653171106 1 -3 1.593182964 5 98
## 1957 1 -21.972324071 1 3 1.593182964 6 98
## 1958 1 18.219081192 1 -7 1.593182964 7 98
## 1959 1 22.146033921 1 5 1.593182964 8 98
## 1960 1 21.679393078 1 7 1.593182964 9 98
## 1961 1 -18.871939867 1 5 1.593182964 10 98
## 1962 1 23.886789970 1 7 1.593182964 11 98
## 1963 1 1.785101563 1 -5 1.593182964 12 98
## 1964 1 0.215483606 1 -2 1.593182964 13 98
## 1965 1 12.970919522 1 3 1.593182964 14 98
## 1966 1 9.194029587 1 7 1.593182964 15 98
## 1967 1 12.242501676 1 6 1.593182964 16 98
## 1968 1 -20.009762902 1 -5 1.593182964 17 98
## 1969 1 -5.074247920 1 -2 1.593182964 18 98
## 1970 1 -16.317328742 1 1 5.869173409 1 99
## 1971 1 19.770264003 1 1 5.869173409 2 99
## 1972 1 16.932002449 1 1 5.869173409 3 99
## 1973 1 12.034353899 1 1 5.869173409 4 99
## 1974 1 -8.610277640 1 3 5.869173409 5 99
## 1975 1 -35.829647377 1 -5 5.869173409 6 99
## 1976 1 -1.792874143 1 -6 5.869173409 7 99
## 1977 1 -0.782014275 1 3 5.869173409 8 99
## 1978 1 -27.187879955 1 -2 5.869173409 9 99
## 1979 1 0.994226546 1 2 5.869173409 10 99
## 1980 1 -10.803026450 1 3 5.869173409 11 99
## 1981 1 -15.106116051 1 -3 5.869173409 12 99
## 1982 1 -14.034999626 1 -3 5.869173409 13 99
## 1983 1 -13.987864715 1 -3 5.869173409 14 99
## 1984 1 16.716227645 1 -3 5.869173409 15 99
## 1985 1 -9.245751624 1 -5 5.869173409 16 99
## 1986 1 -18.332333890 1 4 5.869173409 17 99
## 1987 1 15.810645413 1 5 5.869173409 18 99
## 1988 1 15.975344911 1 7 5.869173409 19 99
## 1989 1 30.366770573 1 -6 5.869173409 20 99
## 1990 1 0.555463798 1 -6 5.869173409 21 99
## 1991 1 9.941014328 1 1 5.869173409 22 99
## 1992 1 10.340642225 1 -5 5.869173409 23 99
## 1993 1 -14.706426504 1 -2 5.869173409 24 99
## 1994 1 -14.071514740 1 -1 5.869173409 25 99
## 1995 1 -11.872535021 0 6 12.079556717 1 100
## 1996 1 -6.247256948 0 -1 12.079556717 2 100
## 1997 1 19.496744492 0 7 12.079556717 3 100
## 1998 1 27.583639976 0 -1 12.079556717 4 100
## 1999 1 19.087185977 0 0 12.079556717 5 100
## 2000 1 18.055827311 0 3 12.079556717 6 100
## 2001 1 -2.511147965 0 5 12.079556717 7 100
## 2002 1 12.842985587 0 5 12.079556717 8 100
## 2003 1 11.132591790 0 1 12.079556717 9 100
## 2004 1 -55.624061153 0 1 12.079556717 10 100
## 2005 1 -2.387342604 0 -3 12.079556717 11 100
## 2006 1 -22.377616700 0 -4 12.079556717 12 100
## 2007 1 -36.740653087 0 7 12.079556717 13 100
## 2008 1 -2.648684375 0 0 12.079556717 14 100
## 2009 1 -33.378287974 0 7 12.079556717 15 100
## 2010 1 0.572252519 0 -2 12.079556717 16 100
## 2011 1 -14.357887210 0 6 12.079556717 17 100
## 2012 1 25.317244089 0 -7 12.079556717 18 100
## 2013 1 10.696620795 0 -7 12.079556717 19 100
## 2014 1 -22.448701830 0 2 12.079556717 20 100
## 2015 1 1.663236602 0 2 12.079556717 21 100
## 2016 1 -4.016455852 0 5 12.079556717 22 100
## 2017 1 3.437693398 1 -1 -1.840164330 1 101
## 2018 1 -4.031306870 1 1 -1.840164330 2 101
## 2019 1 3.480994673 1 -7 -1.840164330 3 101
## 2020 1 4.306200371 1 -5 -1.840164330 4 101
## 2021 1 48.178947765 1 6 -1.840164330 5 101
## 2022 1 -14.197846786 1 6 -1.840164330 6 101
## 2023 1 1.327461367 1 1 -1.840164330 7 101
## 2024 1 -10.248858010 1 -7 -1.840164330 8 101
## 2025 1 0.132806304 1 -6 -1.840164330 9 101
## 2026 1 -14.728419090 1 -6 -1.840164330 10 101
## 2027 1 23.207186142 1 2 -1.840164330 11 101
## 2028 1 -5.098546597 1 5 -1.840164330 12 101
## 2029 1 -12.226784487 1 4 -1.840164330 13 101
## 2030 1 19.697801505 1 -3 -1.840164330 14 101
## 2031 1 39.861433488 1 -4 -1.840164330 15 101
## 2032 1 6.764997958 1 6 -1.840164330 16 101
## 2033 1 -2.290894122 1 1 -1.840164330 17 101
## 2034 1 -21.369764079 1 7 -1.840164330 18 101
## 2035 1 52.689756611 1 7 -1.840164330 19 101
## 2036 1 5.265078099 1 5 -1.840164330 20 101
## 2037 1 7.361890436 1 4 -1.840164330 21 101
## 2038 1 23.876218807 1 3 -8.638498190 1 102
## 2039 1 1.850947524 1 3 -8.638498190 2 102
## 2040 1 3.857415362 1 -4 -8.638498190 3 102
## 2041 1 -15.563436716 1 -7 -8.638498190 4 102
## 2042 1 -26.079358512 1 -3 -8.638498190 5 102
## 2043 1 -8.436237148 1 4 -8.638498190 6 102
## 2044 1 -11.716180001 1 1 -8.638498190 7 102
## 2045 1 0.326230061 1 5 -8.638498190 8 102
## 2046 1 12.435432183 1 0 -8.638498190 9 102
## 2047 1 -5.855238048 1 3 -8.638498190 10 102
## 2048 1 -9.346134008 1 -6 -8.638498190 11 102
## 2049 1 12.954104079 1 -5 -8.638498190 12 102
## 2050 1 32.325794067 1 -5 -8.638498190 13 102
## 2051 1 4.819618418 1 -4 -8.638498190 14 102
## 2052 1 -37.796425131 1 -4 -8.638498190 15 102
## 2053 1 7.121267855 1 -3 -8.638498190 16 102
## 2054 1 -6.091568216 1 -1 -8.638498190 17 102
## 2055 1 2.169745479 1 -1 -8.638498190 18 102
## 2056 1 5.918169184 1 7 -8.638498190 19 102
## 2057 1 30.037366125 1 6 -4.084186394 1 103
## 2058 1 -5.783170235 1 4 -4.084186394 2 103
## 2059 1 -14.456732463 1 5 -4.084186394 3 103
## 2060 1 0.787321609 1 0 -4.084186394 4 103
## 2061 1 1.095793242 1 -2 -4.084186394 5 103
## 2062 1 13.049544861 1 -7 -4.084186394 6 103
## 2063 1 13.925867788 1 -7 -4.084186394 7 103
## 2064 1 16.030346139 1 3 -4.084186394 8 103
## 2065 1 15.954467354 1 -3 -4.084186394 9 103
## 2066 1 17.004678253 1 -3 -4.084186394 10 103
## 2067 1 3.636844750 1 4 -4.084186394 11 103
## 2068 1 16.967142140 1 -5 -4.084186394 12 103
## 2069 1 20.104084201 1 -7 -4.084186394 13 103
## 2070 1 -6.674023864 1 1 -4.084186394 14 103
## 2071 1 32.564174216 1 1 -4.084186394 15 103
## 2072 1 21.967109378 1 -4 -4.084186394 16 103
## 2073 1 -7.548486642 1 -3 -4.084186394 17 103
## 2074 1 -14.840845696 1 4 -4.084186394 18 103
## 2075 1 8.465413960 1 3 -4.084186394 19 103
## 2076 1 -1.922872329 1 6 -4.084186394 20 103
## 2077 1 4.523949509 1 -2 -4.084186394 21 103
## 2078 1 -0.254796577 1 3 -4.084186394 22 103
## 2079 1 -16.771810263 1 -4 -4.084186394 23 103
## 2080 1 18.367427274 1 5 2.523326196 1 104
## 2081 1 21.987344219 1 -3 2.523326196 2 104
## 2082 1 -5.658195613 1 0 2.523326196 3 104
## 2083 1 -16.553323900 1 -2 2.523326196 4 104
## 2084 1 2.023283715 1 6 2.523326196 5 104
## 2085 1 4.303116462 1 -6 2.523326196 6 104
## 2086 1 -24.268781330 1 -3 2.523326196 7 104
## 2087 1 -25.890329869 1 1 2.523326196 8 104
## 2088 1 -31.238967660 1 -1 2.523326196 9 104
## 2089 1 -8.803840586 1 4 2.523326196 10 104
## 2090 1 41.336609209 1 0 2.523326196 11 104
## 2091 1 -7.088071997 1 -5 2.523326196 12 104
## 2092 1 -1.876269559 1 3 2.523326196 13 104
## 2093 1 -17.646605925 1 4 2.523326196 14 104
## 2094 1 -5.594693413 1 -1 2.523326196 15 104
## 2095 1 9.779481551 1 7 2.523326196 16 104
## 2096 1 -15.273730349 1 -2 2.523326196 17 104
## 2097 1 13.911720809 1 0 2.523326196 18 104
## 2098 1 -11.871123391 1 -4 2.523326196 19 104
## 2099 1 -32.517617270 1 -4 -7.876627435 1 105
## 2100 1 8.033316493 1 6 -7.876627435 2 105
## 2101 1 -9.027226471 1 -3 -7.876627435 3 105
## 2102 1 -22.780363179 1 -7 -7.876627435 4 105
## 2103 1 -33.968050594 1 -6 -7.876627435 5 105
## 2104 1 5.592217385 1 2 -7.876627435 6 105
## 2105 1 -30.406676735 1 3 -7.876627435 7 105
## 2106 1 7.212292812 1 5 -7.876627435 8 105
## 2107 1 -2.918024474 1 3 -7.876627435 9 105
## 2108 1 -16.356778725 1 -7 -7.876627435 10 105
## 2109 1 -51.217990002 1 7 -7.876627435 11 105
## 2110 1 -1.877304670 1 0 -7.876627435 12 105
## 2111 1 -17.440124009 1 7 -7.876627435 13 105
## 2112 1 -29.754190545 1 6 -7.876627435 14 105
## 2113 1 -30.749822333 1 2 -7.876627435 15 105
## 2114 1 19.833662141 1 0 -7.876627435 16 105
## 2115 1 -5.295428369 1 0 -7.876627435 17 105
## 2116 1 32.020567152 1 3 -7.876627435 18 105
## 2117 1 -3.289090306 1 0 -7.876627435 19 105
## 2118 1 21.438610385 1 -2 -7.876627435 20 105
## 2119 1 -1.787085460 1 4 -7.876627435 21 105
## 2120 1 -24.645233656 1 4 -4.395848388 1 106
## 2121 1 -32.066206094 1 -4 -4.395848388 2 106
## 2122 1 -2.896386054 1 7 -4.395848388 3 106
## 2123 1 -4.472741664 1 1 -4.395848388 4 106
## 2124 1 36.609605857 1 -7 -4.395848388 5 106
## 2125 1 47.538822718 1 1 -4.395848388 6 106
## 2126 1 -16.072808439 1 -6 -4.395848388 7 106
## 2127 1 8.910964714 1 0 -4.395848388 8 106
## 2128 1 -33.727542006 1 3 -4.395848388 9 106
## 2129 1 -22.957235213 1 -7 -4.395848388 10 106
## 2130 1 15.348015165 1 4 -4.395848388 11 106
## 2131 1 -5.582340355 1 -1 -4.395848388 12 106
## 2132 1 -33.935221952 1 -1 -4.395848388 13 106
## 2133 1 38.966892141 1 2 -4.395848388 14 106
## 2134 1 22.318278713 1 -6 -4.395848388 15 106
## 2135 1 26.190654055 1 -7 -4.395848388 16 106
## 2136 1 -12.310809200 1 2 -4.395848388 17 106
## 2137 1 25.312631626 1 1 -4.395848388 18 106
## 2138 1 -17.661232317 1 0 -4.395848388 19 106
## 2139 1 20.887285598 1 4 -4.395848388 20 106
## 2140 1 47.616340161 0 7 1.087132745 1 107
## 2141 1 -25.636015376 0 6 1.087132745 2 107
## 2142 1 9.536215185 0 4 1.087132745 3 107
## 2143 1 23.952812832 0 -5 1.087132745 4 107
## 2144 1 8.589013134 0 -5 1.087132745 5 107
## 2145 1 -0.965989240 0 -2 1.087132745 6 107
## 2146 1 -7.293217814 0 3 1.087132745 7 107
## 2147 1 -18.385228026 0 -7 1.087132745 8 107
## 2148 1 -8.406235896 0 -7 1.087132745 9 107
## 2149 1 -13.080973579 0 4 1.087132745 10 107
## 2150 1 -1.738245275 0 2 1.087132745 11 107
## 2151 1 23.603819228 0 -2 1.087132745 12 107
## 2152 1 22.215957298 0 -3 1.087132745 13 107
## 2153 1 -5.327764645 0 -6 1.087132745 14 107
## 2154 1 -6.344811251 0 -3 1.087132745 15 107
## 2155 1 2.995168967 0 -5 1.087132745 16 107
## 2156 1 -12.579634135 0 -3 1.087132745 17 107
## 2157 1 -4.705925212 0 4 1.087132745 18 107
## 2158 1 23.979900286 0 4 1.087132745 19 107
## 2159 1 1.425855437 0 -7 1.087132745 20 107
## 2160 1 -39.492924437 0 -5 1.087132745 21 107
## 2161 1 13.364111705 0 4 1.087132745 22 107
## 2162 1 18.914360366 0 0 1.087132745 23 107
## 2163 1 -17.283236039 0 4 1.087132745 24 107
## 2164 1 -21.740401586 1 -1 4.751668967 1 108
## 2165 1 -23.061441284 1 4 4.751668967 2 108
## 2166 1 -15.361906990 1 6 4.751668967 3 108
## 2167 1 7.785580783 1 3 4.751668967 4 108
## 2168 1 -7.993447413 1 2 4.751668967 5 108
## 2169 1 19.174903583 1 -4 4.751668967 6 108
## 2170 1 4.008043045 1 -4 4.751668967 7 108
## 2171 1 -0.488291855 1 4 4.751668967 8 108
## 2172 1 -2.672311506 1 1 4.751668967 9 108
## 2173 1 11.372020347 1 -5 4.751668967 10 108
## 2174 1 3.124138694 1 -2 4.751668967 11 108
## 2175 1 -1.257824605 1 6 4.751668967 12 108
## 2176 1 -13.045214710 1 2 4.751668967 13 108
## 2177 1 -7.981155529 1 2 4.751668967 14 108
## 2178 1 5.365880175 1 7 4.751668967 15 108
## 2179 1 -17.040394344 1 -3 2.016401253 1 109
## 2180 1 6.562551140 1 6 2.016401253 2 109
## 2181 1 17.619102726 1 -5 2.016401253 3 109
## 2182 1 21.238309820 1 -2 2.016401253 4 109
## 2183 1 1.199822004 1 -2 2.016401253 5 109
## 2184 1 23.992206214 1 -4 2.016401253 6 109
## 2185 1 -15.358246271 1 7 2.016401253 7 109
## 2186 1 -3.198926493 1 4 2.016401253 8 109
## 2187 1 18.466556674 1 1 2.016401253 9 109
## 2188 1 -1.089430059 1 5 2.016401253 10 109
## 2189 1 11.541946338 1 -3 2.016401253 11 109
## 2190 1 2.891601952 1 6 2.016401253 12 109
## 2191 1 40.661262116 1 -3 2.016401253 13 109
## 2192 1 6.867083563 1 3 2.016401253 14 109
## 2193 1 -18.156855241 1 -4 2.016401253 15 109
## 2194 1 13.069142538 1 1 2.016401253 16 109
## 2195 1 3.818536597 1 6 2.016401253 17 109
## 2196 1 21.284379130 1 -5 2.016401253 18 109
## 2197 1 4.391609270 1 2 -1.312606479 1 110
## 2198 1 20.293800211 1 1 -1.312606479 2 110
## 2199 1 11.632560427 1 1 -1.312606479 3 110
## 2200 1 19.865038876 1 -4 -1.312606479 4 110
## 2201 1 -21.732905039 1 2 -1.312606479 5 110
## 2202 1 -28.217001649 1 4 -1.312606479 6 110
## 2203 1 24.004884821 1 -2 -1.312606479 7 110
## 2204 1 -5.851523760 1 1 -1.312606479 8 110
## 2205 1 18.690606153 1 1 -1.312606479 9 110
## 2206 1 -37.661357817 1 -6 -1.312606479 10 110
## 2207 1 -24.031304199 1 4 -1.312606479 11 110
## 2208 1 11.205313829 1 -5 -1.312606479 12 110
## 2209 1 32.487044080 1 2 -1.312606479 13 110
## 2210 1 11.659418327 1 2 -1.312606479 14 110
## 2211 1 1.457860110 1 0 -1.312606479 15 110
## 2212 1 -27.111651782 1 4 -4.782039347 1 111
## 2213 1 22.050148840 1 6 -4.782039347 2 111
## 2214 1 -50.404639665 1 6 -4.782039347 3 111
## 2215 1 2.730833894 1 -7 -4.782039347 4 111
## 2216 1 25.267548384 1 1 -4.782039347 5 111
## 2217 1 -9.628125234 1 -5 -4.782039347 6 111
## 2218 1 -2.499096264 1 1 -4.782039347 7 111
## 2219 1 14.820675025 1 -6 -4.782039347 8 111
## 2220 1 -31.655897012 1 7 -4.782039347 9 111
## 2221 1 13.754938442 1 -2 -4.782039347 10 111
## 2222 1 -2.075230401 1 -6 -4.782039347 11 111
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## 2227 1 -1.710967929 1 -1 -4.782039347 16 111
## 2228 1 -6.398894360 1 4 -4.782039347 17 111
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## 2928 1 19.427168536 0 3 6.718736506 2 147
## 2929 1 8.795081435 0 2 6.718736506 3 147
## 2930 1 13.875511407 0 1 6.718736506 4 147
## 2931 1 -21.616676943 0 -2 6.718736506 5 147
## 2932 1 -34.457792156 0 -6 6.718736506 6 147
## 2933 1 22.353005704 0 -6 6.718736506 7 147
## 2934 1 -37.872480397 0 -5 6.718736506 8 147
## 2935 1 0.171517982 0 1 6.718736506 9 147
## 2936 1 21.841625066 0 -5 6.718736506 10 147
## 2937 1 -11.355338448 0 -2 6.718736506 11 147
## 2938 1 18.785254203 0 3 6.718736506 12 147
## 2939 1 57.410977485 0 4 6.718736506 13 147
## 2940 1 8.912217611 0 7 6.718736506 14 147
## 2941 1 -59.317249667 0 6 6.718736506 15 147
## 2942 1 3.632953722 0 -7 6.718736506 16 147
## 2943 1 -6.575468345 0 -6 6.718736506 17 147
## 2944 1 14.323305950 0 -4 6.718736506 18 147
## 2945 1 14.007126138 0 0 6.718736506 19 147
## 2946 1 12.822989031 0 0 6.718736506 20 147
## 2947 1 -3.884579615 0 -1 6.718736506 21 147
## 2948 1 2.366587736 0 3 6.718736506 22 147
## 2949 1 -6.723233120 0 3 6.718736506 23 147
## 2950 1 50.182802351 1 0 -8.924211945 1 148
## 2951 1 2.158806812 1 -5 -8.924211945 2 148
## 2952 1 -3.714599114 1 6 -8.924211945 3 148
## 2953 1 23.990295976 1 -1 -8.924211945 4 148
## 2954 1 11.888312404 1 -1 -8.924211945 5 148
## 2955 1 17.017687108 1 5 -8.924211945 6 148
## 2956 1 -34.978144722 1 1 -8.924211945 7 148
## 2957 1 -14.323609693 1 -7 -8.924211945 8 148
## 2958 1 -8.708356506 1 -3 -8.924211945 9 148
## 2959 1 8.196031670 1 4 -8.924211945 10 148
## 2960 1 -34.489208366 1 3 -8.924211945 11 148
## 2961 1 11.869427416 1 -4 -8.924211945 12 148
## 2962 1 16.180994140 1 3 -8.924211945 13 148
## 2963 1 1.034432495 1 0 -8.924211945 14 148
## 2964 1 21.577663624 1 1 -8.924211945 15 148
## 2965 1 -30.463899633 1 5 -8.924211945 16 148
## 2966 1 -3.826171848 1 3 -8.924211945 17 148
## 2967 1 27.966005069 0 -4 3.883087050 1 149
## 2968 1 -38.248657139 0 -2 3.883087050 2 149
## 2969 1 -41.981954818 0 4 3.883087050 3 149
## 2970 1 27.266930180 0 -1 3.883087050 4 149
## 2971 1 10.225998964 0 4 3.883087050 5 149
## 2972 1 -15.204914275 0 5 3.883087050 6 149
## 2973 1 -1.645942104 0 -5 3.883087050 7 149
## 2974 1 12.774540925 0 -3 3.883087050 8 149
## 2975 1 7.679472181 0 7 3.883087050 9 149
## 2976 1 30.846596629 0 -2 3.883087050 10 149
## 2977 1 11.413543697 0 -4 3.883087050 11 149
## 2978 1 0.723076272 0 5 3.883087050 12 149
## 2979 1 -11.619921705 0 3 3.883087050 13 149
## 2980 1 3.055575482 0 3 3.883087050 14 149
## 2981 1 16.471572336 0 3 3.883087050 15 149
## 2982 1 -0.698466407 0 -7 3.883087050 16 149
## 2983 1 -23.259312914 0 4 3.883087050 17 149
## 2984 1 -31.997465169 0 4 3.883087050 18 149
## 2985 1 -7.039707553 0 -4 3.883087050 19 149
## 2986 1 -13.581014187 0 0 3.883087050 20 149
## 2987 1 12.502879514 0 0 3.883087050 21 149
## 2988 1 23.368011179 1 -7 -3.339052085 1 150
## 2989 1 -6.804343091 1 -2 -3.339052085 2 150
## 2990 1 -7.919975485 1 -3 -3.339052085 3 150
## 2991 1 25.340435889 1 4 -3.339052085 4 150
## 2992 1 42.971684814 1 -4 -3.339052085 5 150
## 2993 1 -16.321878270 1 1 -3.339052085 6 150
## 2994 1 -2.601983315 1 -4 -3.339052085 7 150
## 2995 1 -8.067844912 1 0 -3.339052085 8 150
## 2996 1 -16.536579606 1 -3 -3.339052085 9 150
## 2997 1 7.348217285 1 -2 -3.339052085 10 150
## 2998 1 7.763293256 1 4 -3.339052085 11 150
## 2999 1 5.379227157 1 6 -3.339052085 12 150
## 3000 1 -14.149952427 1 0 -3.339052085 13 150
## 3001 1 -41.157484739 1 7 -3.339052085 14 150
## 3002 1 3.441556798 1 6 -3.339052085 15 150
## 3003 1 9.919073860 1 6 -3.339052085 16 150
## district error int_classroom int_district fixed_outcome
## 1 1 -1.540034012 -3.44658017 -0.3029940 55.33809
## 2 1 0.043084545 -3.44658017 -0.3029940 53.42856
## 3 1 1.858726648 -3.44658017 -0.3029940 42.90404
## 4 1 0.165036836 -3.44658017 -0.3029940 66.65972
## 5 1 3.306371873 -3.44658017 -0.3029940 55.07899
## 6 1 1.939673628 -3.44658017 -0.3029940 51.93637
## 7 1 2.414213282 -3.44658017 -0.3029940 48.88164
## 8 1 0.667485702 -3.44658017 -0.3029940 47.19257
## 9 1 -1.877704888 -3.44658017 -0.3029940 32.99453
## 10 1 -6.616826258 -3.44658017 -0.3029940 53.94575
## 11 1 -4.510885307 -3.44658017 -0.3029940 63.56966
## 12 1 -6.366857685 -3.44658017 -0.3029940 47.46775
## 13 1 3.261423099 -3.44658017 -0.3029940 51.74896
## 14 1 0.578713894 -3.44658017 -0.3029940 58.99717
## 15 1 -1.730432588 -3.44658017 -0.3029940 62.38605
## 16 1 1.560118769 -3.44658017 -0.3029940 56.28929
## 17 1 -0.195954879 -3.44658017 -0.3029940 46.76084
## 18 1 3.515324097 -3.44658017 -0.3029940 58.44613
## 19 1 0.164538267 -3.44658017 -0.3029940 63.92795
## 20 1 0.284806316 -0.45883526 -0.3029940 53.44745
## 21 1 4.507320713 -0.45883526 -0.3029940 60.16918
## 22 1 -1.138248161 -0.45883526 -0.3029940 62.17922
## 23 1 -6.859509755 -0.45883526 -0.3029940 42.62366
## 24 1 -0.561727874 -0.45883526 -0.3029940 38.73579
## 25 1 -1.850565279 -0.45883526 -0.3029940 55.17795
## 26 1 4.362211752 -0.45883526 -0.3029940 46.48715
## 27 1 -0.607081348 -0.45883526 -0.3029940 61.33315
## 28 1 -1.232151763 -0.45883526 -0.3029940 36.34621
## 29 1 1.082910236 -0.45883526 -0.3029940 55.53064
## 30 1 -1.048593235 -0.45883526 -0.3029940 56.49248
## 31 1 -1.249153260 -0.45883526 -0.3029940 55.58864
## 32 1 -1.290430436 -0.45883526 -0.3029940 48.22951
## 33 1 -2.344698364 -0.45883526 -0.3029940 48.13529
## 34 1 -5.524778790 -0.45883526 -0.3029940 50.49162
## 35 1 -4.070864348 -0.45883526 -0.3029940 53.61426
## 36 1 -3.044414068 -0.45883526 -0.3029940 48.98003
## 37 1 -2.257168005 -0.45883526 -0.3029940 69.78593
## 38 1 -0.013246519 -0.45883526 -0.3029940 43.32520
## 39 1 1.169765175 -0.45883526 -0.3029940 52.45236
## 40 1 0.800519477 -0.45883526 -0.3029940 54.61459
## 41 1 -0.303028094 1.41441802 -0.3029940 56.61933
## 42 1 -4.972271646 1.41441802 -0.3029940 35.49754
## 43 1 1.663006003 1.41441802 -0.3029940 42.27257
## 44 1 1.061131965 1.41441802 -0.3029940 60.21795
## 45 1 0.556587815 1.41441802 -0.3029940 43.32679
## 46 1 -5.907781575 1.41441802 -0.3029940 53.18911
## 47 1 -0.675971992 1.41441802 -0.3029940 41.73557
## 48 1 -1.182809513 1.41441802 -0.3029940 44.34122
## 49 1 -4.317528197 1.41441802 -0.3029940 46.91691
## 50 1 -2.661843739 1.41441802 -0.3029940 51.22733
## 51 1 3.644415497 1.41441802 -0.3029940 55.86659
## 52 1 -5.827314230 1.41441802 -0.3029940 50.78853
## 53 1 9.450403444 1.41441802 -0.3029940 44.78337
## 54 1 1.580423789 1.41441802 -0.3029940 32.30930
## 55 1 -1.784912043 1.41441802 -0.3029940 53.79238
## 56 1 -1.279144459 1.41441802 -0.3029940 54.30948
## 57 1 -0.779048031 1.41441802 -0.3029940 38.93549
## 58 1 2.911972312 1.41441802 -0.3029940 36.18236
## 59 1 -2.266067989 1.41441802 -0.3029940 58.20577
## 60 1 6.420180241 2.13202096 -0.3029940 35.88449
## 61 1 -4.872262027 2.13202096 -0.3029940 40.71057
## 62 1 0.464435457 2.13202096 -0.3029940 51.31700
## 63 1 -6.861070377 2.13202096 -0.3029940 46.13448
## 64 1 -0.489547525 2.13202096 -0.3029940 55.46172
## 65 1 -0.448294873 2.13202096 -0.3029940 72.71200
## 66 1 -4.246852745 2.13202096 -0.3029940 44.86923
## 67 1 -7.065529320 2.13202096 -0.3029940 41.46553
## 68 1 3.499552487 2.13202096 -0.3029940 56.30411
## 69 1 -4.181001695 2.13202096 -0.3029940 41.84235
## 70 1 -2.285426014 2.13202096 -0.3029940 55.07927
## 71 1 -0.629275274 2.13202096 -0.3029940 59.74835
## 72 1 -3.191341408 2.13202096 -0.3029940 48.06615
## 73 1 1.227652405 2.13202096 -0.3029940 59.52770
## 74 1 0.333748681 2.13202096 -0.3029940 70.09273
## 75 1 0.290224985 2.13202096 -0.3029940 62.17832
## 76 1 2.348243327 2.13202096 -0.3029940 52.58570
## 77 1 -3.691144996 2.13202096 -0.3029940 44.36670
## 78 1 1.827206596 -1.42041604 -0.3029940 38.55164
## 79 1 0.538417473 -1.42041604 -0.3029940 55.75736
## 80 1 -1.595444373 -1.42041604 -0.3029940 41.78039
## 81 1 -0.683643292 -1.42041604 -0.3029940 33.16495
## 82 1 -3.535293913 -1.42041604 -0.3029940 46.71514
## 83 1 -0.772585273 -1.42041604 -0.3029940 50.30313
## 84 1 0.108289727 -1.42041604 -0.3029940 57.04239
## 85 1 -4.190924340 -1.42041604 -0.3029940 59.10549
## 86 1 -6.709011651 -1.42041604 -0.3029940 51.60910
## 87 1 -1.261932536 -1.42041604 -0.3029940 40.64066
## 88 1 3.056621476 -1.42041604 -0.3029940 39.62845
## 89 1 -0.327558708 -1.42041604 -0.3029940 50.24254
## 90 1 1.152822846 -1.42041604 -0.3029940 52.34722
## 91 1 -0.619896751 -1.42041604 -0.3029940 51.81511
## 92 1 5.768874722 -1.42041604 -0.3029940 46.72267
## 93 1 -3.031399519 -1.68676395 -0.3029940 45.72532
## 94 1 -6.365200742 -1.68676395 -0.3029940 38.58419
## 95 1 -0.195215072 -1.68676395 -0.3029940 58.08029
## 96 1 -2.716140932 -1.68676395 -0.3029940 57.14555
## 97 1 0.057960481 -1.68676395 -0.3029940 49.55185
## 98 1 -2.135561604 -1.68676395 -0.3029940 45.59903
## 99 1 4.270595773 -1.68676395 -0.3029940 56.88489
## 100 1 1.933507787 -1.68676395 -0.3029940 50.47399
## 101 1 3.244119412 -1.68676395 -0.3029940 40.95707
## 102 1 0.299485356 -1.68676395 -0.3029940 51.50566
## 103 1 0.817060103 -1.68676395 -0.3029940 51.51027
## 104 1 -1.880660528 -1.68676395 -0.3029940 48.01325
## 105 1 -4.634908058 -1.68676395 -0.3029940 47.08003
## 106 1 5.076425411 -1.68676395 -0.3029940 47.99788
## 107 1 -5.596245618 -1.68676395 -0.3029940 36.99435
## 108 1 -0.949973678 -1.68676395 -0.3029940 47.13078
## 109 1 -2.693749920 -1.68676395 -0.3029940 47.68716
## 110 1 4.280987872 2.24421611 -0.3029940 56.18425
## 111 1 -3.072587346 2.24421611 -0.3029940 63.26950
## 112 1 0.741795786 2.24421611 -0.3029940 53.87937
## 113 1 5.210172910 2.24421611 -0.3029940 53.25877
## 114 1 -2.434675958 2.24421611 -0.3029940 55.47943
## 115 1 1.439472036 2.24421611 -0.3029940 53.11537
## 116 1 -2.541760494 2.24421611 -0.3029940 43.56206
## 117 1 -0.939154948 2.24421611 -0.3029940 56.24678
## 118 1 8.330799327 2.24421611 -0.3029940 52.15933
## 119 1 -6.401534461 2.24421611 -0.3029940 44.02781
## 120 1 3.315245690 2.24421611 -0.3029940 46.64451
## 121 1 3.907940238 2.24421611 -0.3029940 53.30757
## 122 1 -0.875065067 2.24421611 -0.3029940 49.26073
## 123 1 -3.322975138 2.24421611 -0.3029940 53.88034
## 124 1 -2.383525180 2.24421611 -0.3029940 51.01781
## 125 1 -3.461335528 2.24421611 -0.3029940 53.62917
## 126 1 0.535027591 2.24421611 -0.3029940 58.97032
## 127 1 -3.485782796 2.24421611 -0.3029940 60.68629
## 128 1 1.712102186 2.24421611 -0.3029940 49.32549
## 129 1 4.344937530 2.24421611 -0.3029940 50.39150
## 130 1 4.596748256 1.65867143 -0.3029940 47.56034
## 131 1 1.422655613 1.65867143 -0.3029940 53.73919
## 132 1 4.516014459 1.65867143 -0.3029940 62.89683
## 133 1 3.824840823 1.65867143 -0.3029940 42.66124
## 134 1 0.014543782 1.65867143 -0.3029940 49.17374
## 135 1 -0.330765507 1.65867143 -0.3029940 53.75275
## 136 1 -4.250586629 1.65867143 -0.3029940 32.56139
## 137 1 -1.469028254 1.65867143 -0.3029940 49.14795
## 138 1 -0.806265633 1.65867143 -0.3029940 45.40648
## 139 1 1.884969710 1.65867143 -0.3029940 57.67223
## 140 1 1.370315555 1.65867143 -0.3029940 58.53813
## 141 1 -8.275312145 1.65867143 -0.3029940 59.60825
## 142 1 -0.954837146 1.65867143 -0.3029940 52.90417
## 143 1 -0.223155171 1.65867143 -0.3029940 61.16910
## 144 1 -2.947300336 1.65867143 -0.3029940 53.03927
## 145 1 1.010508450 1.65867143 -0.3029940 58.17965
## 146 1 2.003289510 1.65867143 -0.3029940 61.28996
## 147 1 -0.451569947 1.65867143 -0.3029940 52.71874
## 148 1 -5.297286300 1.65867143 -0.3029940 46.09444
## 149 1 2.613903565 1.65867143 -0.3029940 46.33360
## 150 1 -1.295280910 1.65867143 -0.3029940 31.94998
## 151 1 -2.015039890 1.65867143 -0.3029940 53.92472
## 152 1 6.998394566 0.97809867 -0.3029940 49.76529
## 153 1 -1.348634031 0.97809867 -0.3029940 57.82222
## 154 1 2.490259425 0.97809867 -0.3029940 53.89340
## 155 1 2.199041264 0.97809867 -0.3029940 52.20737
## 156 1 1.051504925 0.97809867 -0.3029940 36.56745
## 157 1 1.443749896 0.97809867 -0.3029940 51.13392
## 158 1 0.063259036 0.97809867 -0.3029940 58.80198
## 159 1 -10.948584706 0.97809867 -0.3029940 40.95297
## 160 1 4.933962451 0.97809867 -0.3029940 55.36839
## 161 1 0.833964750 0.97809867 -0.3029940 58.53834
## 162 1 -5.988203320 0.97809867 -0.3029940 69.97352
## 163 1 -2.251885484 0.97809867 -0.3029940 58.06958
## 164 1 5.882434840 0.97809867 -0.3029940 49.47877
## 165 1 4.582184545 0.97809867 -0.3029940 40.73648
## 166 1 -0.277484017 0.97809867 -0.3029940 51.77866
## 167 1 -1.544756323 0.97809867 -0.3029940 62.19817
## 168 1 4.908523573 0.97809867 -0.3029940 50.91605
## 169 1 -3.635611331 0.97809867 -0.3029940 56.85738
## 170 1 -1.142631244 0.97809867 -0.3029940 52.92066
## 171 1 -0.349627752 0.97809867 -0.3029940 54.68770
## 172 1 1.336641795 -1.73684277 -0.3029940 59.36653
## 173 1 -1.897367734 -1.73684277 -0.3029940 56.29251
## 174 1 2.105207903 -1.73684277 -0.3029940 65.18336
## 175 1 0.109019224 -1.73684277 -0.3029940 36.25927
## 176 1 -0.118957889 -1.73684277 -0.3029940 52.62483
## 177 1 -1.656746137 -1.73684277 -0.3029940 43.95367
## 178 1 0.825504073 -1.73684277 -0.3029940 39.53063
## 179 1 2.535949698 -1.73684277 -0.3029940 53.45894
## 180 1 -4.262026168 -1.73684277 -0.3029940 51.71450
## 181 1 3.704094740 -1.73684277 -0.3029940 49.04339
## 182 1 0.349143984 -1.73684277 -0.3029940 57.26817
## 183 1 -0.024178933 -1.73684277 -0.3029940 49.85814
## 184 1 0.033758308 -1.73684277 -0.3029940 50.41366
## 185 1 -4.991366525 -1.73684277 -0.3029940 49.35791
## 186 1 -5.519395901 -1.73684277 -0.3029940 61.60272
## 187 1 0.410984473 -1.73684277 -0.3029940 34.97057
## 188 1 -3.056409054 -1.73684277 -0.3029940 50.03912
## 189 1 -0.509600568 -1.73684277 -0.3029940 55.20847
## 190 1 -2.103825500 -1.73684277 -0.3029940 55.72268
## 191 1 -5.429556108 -1.73684277 -0.3029940 47.65144
## 192 1 -4.905945957 -1.73684277 -0.3029940 55.02520
## 193 1 0.472895349 -1.73684277 -0.3029940 38.91763
## 194 1 3.771518210 -1.73684277 -0.3029940 42.39389
## 195 1 3.268522769 -1.73684277 -0.3029940 44.88460
## 196 1 -5.036922507 -1.73684277 -0.3029940 43.31478
## 197 2 1.219908576 -1.22932197 0.4061654 70.16506
## 198 2 -1.642130364 -1.22932197 0.4061654 66.13061
## 199 2 -3.697017964 -1.22932197 0.4061654 56.99268
## 200 2 0.128536221 -1.22932197 0.4061654 67.10029
## 201 2 -5.201445350 -1.22932197 0.4061654 71.74819
## 202 2 -4.636253064 -1.22932197 0.4061654 43.76147
## 203 2 1.834655510 -1.22932197 0.4061654 57.45399
## 204 2 0.200364085 -1.22932197 0.4061654 48.73569
## 205 2 -2.344516532 -1.22932197 0.4061654 48.02458
## 206 2 -1.731921661 -1.22932197 0.4061654 60.41696
## 207 2 -3.587835818 -1.22932197 0.4061654 44.05784
## 208 2 0.409594800 -1.22932197 0.4061654 49.31717
## 209 2 3.979224357 -1.22932197 0.4061654 53.16619
## 210 2 5.179166175 -1.22932197 0.4061654 51.29797
## 211 2 5.779881075 -1.22932197 0.4061654 61.32379
## 212 2 7.384519242 -1.22932197 0.4061654 46.91347
## 213 2 2.729433233 -1.22932197 0.4061654 64.35609
## 214 2 -5.912855161 -1.22932197 0.4061654 48.12268
## 215 2 -0.252782106 -1.22932197 0.4061654 50.96042
## 216 2 5.856574662 -1.22932197 0.4061654 48.18049
## 217 2 -2.427043512 2.96689456 0.4061654 71.46194
## 218 2 -0.754659048 2.96689456 0.4061654 44.49686
## 219 2 -0.058844694 2.96689456 0.4061654 50.70082
## 220 2 -1.260576172 2.96689456 0.4061654 70.72729
## 221 2 0.618948889 2.96689456 0.4061654 40.67162
## 222 2 4.352984005 2.96689456 0.4061654 71.40863
## 223 2 -1.002852742 2.96689456 0.4061654 56.91513
## 224 2 -1.952275157 2.96689456 0.4061654 67.28609
## 225 2 -2.443023505 2.96689456 0.4061654 40.80058
## 226 2 1.354657886 2.96689456 0.4061654 49.01648
## 227 2 -2.563294612 2.96689456 0.4061654 41.99007
## 228 2 0.784925357 2.96689456 0.4061654 53.38536
## 229 2 -3.752416330 2.96689456 0.4061654 56.17410
## 230 2 -1.584797855 2.96689456 0.4061654 54.44445
## 231 2 -2.861139636 2.96689456 0.4061654 43.05983
## 232 2 -2.436352649 2.96689456 0.4061654 53.03800
## 233 2 5.915102132 2.96689456 0.4061654 32.17768
## 234 2 8.643271503 2.96689456 0.4061654 49.65702
## 235 2 -2.367194675 2.96689456 0.4061654 51.66637
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## 238 2 0.666694909 0.47923914 0.4061654 46.86421
## 239 2 1.213694779 0.47923914 0.4061654 47.37609
## 240 2 6.101656294 0.47923914 0.4061654 52.33193
## 241 2 2.146565188 0.47923914 0.4061654 64.79189
## 242 2 0.280511461 0.47923914 0.4061654 50.38962
## 243 2 6.110776267 0.47923914 0.4061654 55.07310
## 244 2 -1.497364388 0.47923914 0.4061654 45.25102
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## 246 2 0.457662907 0.47923914 0.4061654 62.31090
## 247 2 -1.363337910 0.47923914 0.4061654 63.51241
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## 249 2 0.161736545 0.47923914 0.4061654 50.80405
## 250 2 -0.181951764 0.47923914 0.4061654 44.56340
## 251 2 4.742473861 0.47923914 0.4061654 73.69087
## 252 2 -0.688967214 0.47923914 0.4061654 39.90959
## 253 2 -8.842961678 0.47923914 0.4061654 55.64238
## 254 2 -0.455827381 0.47923914 0.4061654 52.09266
## 255 2 2.041297054 0.47923914 0.4061654 46.03739
## 256 2 -1.468587107 0.47923914 0.4061654 45.80234
## 257 2 9.560633147 0.47923914 0.4061654 43.59557
## 258 2 2.595202488 0.47923914 0.4061654 46.72428
## 259 2 -2.294142369 0.47923914 0.4061654 55.31087
## 260 2 0.394165144 0.47923914 0.4061654 63.31788
## 261 2 -6.751950956 2.90640451 0.4061654 51.40700
## 262 2 6.780878840 2.90640451 0.4061654 46.90983
## 263 2 -0.022104862 2.90640451 0.4061654 63.33466
## 264 2 1.352629742 2.90640451 0.4061654 59.86492
## 265 2 -5.426979822 2.90640451 0.4061654 43.05478
## 266 2 3.410490805 2.90640451 0.4061654 45.59345
## 267 2 -0.260710501 2.90640451 0.4061654 42.92045
## 268 2 -1.754173635 2.90640451 0.4061654 47.41928
## 269 2 3.943548390 2.90640451 0.4061654 47.96474
## 270 2 8.100575505 2.90640451 0.4061654 57.23507
## 271 2 -3.324124433 2.90640451 0.4061654 58.78403
## 272 2 -1.199664395 2.90640451 0.4061654 56.22658
## 273 2 -5.214055636 2.90640451 0.4061654 46.37444
## 274 2 0.636767126 2.90640451 0.4061654 69.66643
## 275 2 -2.340576520 2.90640451 0.4061654 46.03196
## 276 2 1.636432151 2.90640451 0.4061654 55.70565
## 277 2 0.703821997 2.90640451 0.4061654 43.26036
## 278 2 -1.577606199 2.90640451 0.4061654 59.25992
## 279 2 -0.918520579 2.90640451 0.4061654 57.78788
## 280 2 2.466330252 -0.46344820 0.4061654 45.64672
## 281 2 4.751564284 -0.46344820 0.4061654 46.54090
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## 283 2 -4.176441854 -0.46344820 0.4061654 57.98084
## 284 2 -2.554097303 -0.46344820 0.4061654 53.32685
## 285 2 -1.438156584 -0.46344820 0.4061654 52.08671
## 286 2 -3.100646480 -0.46344820 0.4061654 30.88572
## 287 2 0.995299550 -0.46344820 0.4061654 56.80488
## 288 2 5.295617562 -0.46344820 0.4061654 65.25900
## 289 2 0.191097932 -0.46344820 0.4061654 44.41583
## 290 2 5.123525389 -0.46344820 0.4061654 43.82613
## 291 2 -1.929801742 -0.46344820 0.4061654 39.94469
## 292 2 -0.247314058 -0.46344820 0.4061654 56.72346
## 293 2 -0.085079193 -0.46344820 0.4061654 51.10780
## 294 2 2.159360579 -0.46344820 0.4061654 55.11045
## 295 2 -1.191853108 -0.46344820 0.4061654 65.24474
## 296 2 1.949550812 -0.46344820 0.4061654 50.17554
## 297 2 -1.003915883 -0.46344820 0.4061654 73.07819
## 298 2 -3.434716901 -0.46344820 0.4061654 63.24555
## 299 2 3.315898236 -0.46344820 0.4061654 57.57806
## 300 2 -3.126567202 -0.46344820 0.4061654 52.76733
## 301 2 -1.240887310 -0.46344820 0.4061654 65.43594
## 302 2 -4.573069851 -0.46344820 0.4061654 59.26843
## 303 2 -6.518478072 -0.46344820 0.4061654 43.98849
## 304 2 4.349592875 -0.46344820 0.4061654 53.20196
## 305 2 -2.060633482 -0.48778188 0.4061654 47.48674
## 306 2 1.641280610 -0.48778188 0.4061654 52.68380
## 307 2 -1.669120338 -0.48778188 0.4061654 54.85265
## 308 2 0.883360722 -0.48778188 0.4061654 64.54137
## 309 2 2.850681923 -0.48778188 0.4061654 49.27471
## 310 2 4.462568979 -0.48778188 0.4061654 45.77587
## 311 2 1.511206772 -0.48778188 0.4061654 54.65084
## 312 2 -4.818590257 -0.48778188 0.4061654 65.26174
## 313 2 -1.158046333 -0.48778188 0.4061654 49.21986
## 314 2 -6.454286292 -0.48778188 0.4061654 60.90517
## 315 2 6.274554813 -0.48778188 0.4061654 61.50141
## 316 2 -4.336750841 -0.48778188 0.4061654 54.18698
## 317 2 -1.123074566 -0.48778188 0.4061654 53.72990
## 318 2 -2.137818244 -0.48778188 0.4061654 54.54050
## 319 2 0.312884989 -0.48778188 0.4061654 50.91690
## 320 2 5.512498892 -0.48778188 0.4061654 65.70411
## 321 2 3.992592331 -0.48778188 0.4061654 60.01658
## 322 2 2.457639316 -0.48778188 0.4061654 54.78308
## 323 2 -4.383625433 -0.48778188 0.4061654 58.93576
## 324 2 -2.150491527 -0.48778188 0.4061654 56.88152
## 325 2 3.691660270 -0.48778188 0.4061654 51.30410
## 326 2 1.041696257 -0.48778188 0.4061654 32.73005
## 327 2 -5.137087693 -2.41737156 0.4061654 46.98621
## 328 2 1.327510038 -2.41737156 0.4061654 59.03298
## 329 2 -2.100804995 -2.41737156 0.4061654 54.08328
## 330 2 -0.344369387 -2.41737156 0.4061654 34.41596
## 331 2 -3.275481878 -2.41737156 0.4061654 49.26212
## 332 2 5.059812606 -2.41737156 0.4061654 40.34531
## 333 2 2.712574174 -2.41737156 0.4061654 54.15069
## 334 2 -1.872707275 -2.41737156 0.4061654 52.81947
## 335 2 2.459828502 -2.41737156 0.4061654 63.08156
## 336 2 -2.262123852 -2.41737156 0.4061654 54.87193
## 337 2 -0.191690171 -2.41737156 0.4061654 58.42998
## 338 2 1.516383556 -2.41737156 0.4061654 51.77155
## 339 2 2.606978193 -2.41737156 0.4061654 47.11996
## 340 2 -1.885549646 -2.41737156 0.4061654 42.87983
## 341 2 1.089565484 -2.41737156 0.4061654 47.18181
## 342 2 -2.119452869 -2.41737156 0.4061654 45.74530
## 343 2 -0.662982191 -2.41737156 0.4061654 47.81092
## 344 2 -3.122765543 -2.41737156 0.4061654 46.09982
## 345 2 1.312010928 -2.41737156 0.4061654 35.83018
## 346 2 0.211494899 -2.41737156 0.4061654 56.75759
## 347 2 2.766832291 -2.41737156 0.4061654 60.15000
## 348 2 -2.669103114 -2.41737156 0.4061654 43.66368
## 349 2 -2.545864482 -2.41737156 0.4061654 43.05972
## 350 2 -1.481374884 -2.41737156 0.4061654 49.76012
## 351 2 -0.122245895 0.75867733 0.4061654 60.69733
## 352 2 -5.189067636 0.75867733 0.4061654 61.71520
## 353 2 -4.570264866 0.75867733 0.4061654 45.78911
## 354 2 -1.784039728 0.75867733 0.4061654 53.02049
## 355 2 1.852866669 0.75867733 0.4061654 52.83187
## 356 2 -5.166835732 0.75867733 0.4061654 60.15955
## 357 2 -1.184724010 0.75867733 0.4061654 50.95968
## 358 2 -0.655283232 0.75867733 0.4061654 50.99674
## 359 2 2.431832125 0.75867733 0.4061654 43.92413
## 360 2 -2.286556171 0.75867733 0.4061654 43.71282
## 361 2 -5.906548299 0.75867733 0.4061654 39.71137
## 362 2 -1.927332164 0.75867733 0.4061654 43.37909
## 363 2 2.018377604 0.75867733 0.4061654 47.67191
## 364 2 3.076413411 0.75867733 0.4061654 50.82053
## 365 2 4.099321847 0.75867733 0.4061654 54.77799
## 366 2 -0.925813704 0.75867733 0.4061654 45.82856
## 367 2 6.176618272 0.75867733 0.4061654 35.82056
## 368 2 -1.764885638 0.75867733 0.4061654 56.15802
## 369 2 4.647085959 0.75867733 0.4061654 62.66894
## 370 2 -0.520010781 0.75867733 0.4061654 51.87858
## 371 2 -3.328669639 0.75867733 0.4061654 61.33319
## 372 2 0.977050949 3.51802800 0.4061654 45.75588
## 373 2 2.239940571 3.51802800 0.4061654 52.55780
## 374 2 1.705380161 3.51802800 0.4061654 51.94239
## 375 2 4.701027680 3.51802800 0.4061654 48.18232
## 376 2 -4.952409723 3.51802800 0.4061654 48.56812
## 377 2 0.382042572 3.51802800 0.4061654 48.95280
## 378 2 -1.254800758 3.51802800 0.4061654 60.00838
## 379 2 0.071721784 3.51802800 0.4061654 39.60972
## 380 2 -2.100731172 3.51802800 0.4061654 54.07353
## 381 2 -0.487872023 3.51802800 0.4061654 55.72403
## 382 2 0.495654437 3.51802800 0.4061654 55.90629
## 383 2 0.532468302 3.51802800 0.4061654 43.93941
## 384 2 2.598880617 3.51802800 0.4061654 41.17298
## 385 2 -0.949223297 3.51802800 0.4061654 41.10007
## 386 2 -0.717334771 3.51802800 0.4061654 54.85238
## 387 2 2.879301605 3.51802800 0.4061654 46.43663
## 388 2 -4.306146103 3.51802800 0.4061654 63.38639
## 389 2 -2.986163696 3.51802800 0.4061654 39.24703
## 390 2 0.852556371 3.51802800 0.4061654 46.35162
## 391 2 2.280591530 3.51802800 0.4061654 40.85656
## 392 2 -1.564915810 3.51802800 0.4061654 45.49326
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## 394 2 0.025699513 3.51802800 0.4061654 63.66820
## 395 2 0.080351522 -0.82881228 0.4061654 53.12142
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## 397 2 -0.730732702 -0.82881228 0.4061654 54.48686
## 398 2 6.802772917 -0.82881228 0.4061654 65.94035
## 399 2 3.037831082 -0.82881228 0.4061654 49.24399
## 400 2 -0.675367822 -0.82881228 0.4061654 47.84278
## 401 2 -2.957488478 -0.82881228 0.4061654 45.34517
## 402 2 -4.285611964 -0.82881228 0.4061654 47.69179
## 403 2 1.746340947 -0.82881228 0.4061654 43.40208
## 404 2 1.885716959 -0.82881228 0.4061654 48.43971
## 405 2 -5.017289011 -0.82881228 0.4061654 38.39360
## 406 2 -2.480544504 -0.82881228 0.4061654 41.92737
## 407 2 -0.297726501 -0.82881228 0.4061654 45.05741
## 408 2 -0.917787435 -0.82881228 0.4061654 42.83624
## 409 2 -2.174097291 -0.82881228 0.4061654 43.35401
## 410 2 -3.028956176 -0.82881228 0.4061654 60.34326
## 411 2 0.120729868 -0.82881228 0.4061654 38.15320
## 412 2 1.256627015 -0.82881228 0.4061654 43.27451
## 413 2 2.020098205 -0.82881228 0.4061654 49.94429
## 414 2 4.030155992 -0.82881228 0.4061654 42.49455
## 415 2 2.074875084 -0.82881228 0.4061654 43.74272
## 416 2 -2.587252202 -0.82881228 0.4061654 52.58590
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## 418 2 2.580574663 -0.82881228 0.4061654 56.56237
## 419 3 -1.932290455 -0.67903644 1.3076171 30.37392
## 420 3 -4.432130693 -0.67903644 1.3076171 35.59781
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## 426 3 -0.348632186 -0.67903644 1.3076171 60.81286
## 427 3 1.864320367 -0.67903644 1.3076171 46.12672
## 428 3 1.855721212 -0.67903644 1.3076171 36.58641
## 429 3 7.201667113 -0.67903644 1.3076171 56.86511
## 430 3 5.808514331 -0.67903644 1.3076171 51.78485
## 431 3 -0.367249977 -0.67903644 1.3076171 50.00984
## 432 3 5.244608399 -0.67903644 1.3076171 51.31604
## 433 3 1.277677354 -0.67903644 1.3076171 55.20180
## 434 3 4.686765053 -0.67903644 1.3076171 50.75480
## 435 3 4.582987541 -0.67903644 1.3076171 61.78246
## 436 3 0.285330033 -0.67903644 1.3076171 39.76692
## 437 3 1.544947772 -0.67903644 1.3076171 47.99853
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## 439 3 1.877596789 -0.67903644 1.3076171 46.84446
## 440 3 2.733081125 3.44242585 1.3076171 62.38952
## 441 3 1.179242158 3.44242585 1.3076171 48.43107
## 442 3 -1.073576076 3.44242585 1.3076171 56.55186
## 443 3 -3.067066961 3.44242585 1.3076171 60.88696
## 444 3 1.292598426 3.44242585 1.3076171 55.13502
## 445 3 -0.038418589 3.44242585 1.3076171 52.23195
## 446 3 1.778367961 3.44242585 1.3076171 50.47563
## 447 3 -4.166521894 3.44242585 1.3076171 56.01810
## 448 3 4.060993292 3.44242585 1.3076171 46.46659
## 449 3 2.387053260 3.44242585 1.3076171 53.87371
## 450 3 0.820400477 3.44242585 1.3076171 58.95149
## 451 3 0.276937048 3.44242585 1.3076171 55.07237
## 452 3 4.569102589 3.44242585 1.3076171 53.42833
## 453 3 -7.597549762 3.44242585 1.3076171 41.05313
## 454 3 1.620982798 3.44242585 1.3076171 52.34156
## 455 3 5.932038919 3.44242585 1.3076171 48.52853
## 456 3 -2.311926117 3.44242585 1.3076171 47.73924
## 457 3 -4.011833422 3.44242585 1.3076171 44.53899
## 458 3 0.409234464 3.44242585 1.3076171 38.54799
## 459 3 -2.567606742 3.44242585 1.3076171 53.95984
## 460 3 3.799791160 -2.50455331 1.3076171 48.01376
## 461 3 1.733384767 -2.50455331 1.3076171 45.95069
## 462 3 1.938409257 -2.50455331 1.3076171 43.95118
## 463 3 0.022536431 -2.50455331 1.3076171 47.11947
## 464 3 3.636253173 -2.50455331 1.3076171 51.56973
## 465 3 2.900702509 -2.50455331 1.3076171 57.65702
## 466 3 3.527887113 -2.50455331 1.3076171 46.30162
## 467 3 -0.530617463 -2.50455331 1.3076171 41.73039
## 468 3 1.400529372 -2.50455331 1.3076171 43.23891
## 469 3 -2.383590143 -2.50455331 1.3076171 48.49323
## 470 3 5.676023555 -2.50455331 1.3076171 61.54576
## 471 3 -0.602946414 -2.50455331 1.3076171 33.67797
## 472 3 -2.312227362 -2.50455331 1.3076171 65.23192
## 473 3 3.611717426 -2.50455331 1.3076171 31.36907
## 474 3 -2.882612637 -2.50455331 1.3076171 49.79656
## 475 3 1.110370988 -2.50455331 1.3076171 32.36763
## 476 3 -1.059596265 -2.50455331 1.3076171 56.35789
## 477 3 7.934499292 -0.57962975 1.3076171 47.26456
## 478 3 4.532614444 -0.57962975 1.3076171 56.28217
## 479 3 0.464125902 -0.57962975 1.3076171 40.25421
## 480 3 1.594035540 -0.57962975 1.3076171 40.28044
## 481 3 -0.556347247 -0.57962975 1.3076171 48.85169
## 482 3 -0.742627705 -0.57962975 1.3076171 41.83897
## 483 3 -0.962814345 -0.57962975 1.3076171 43.42493
## 484 3 -3.612853826 -0.57962975 1.3076171 45.97722
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## 486 3 1.154736467 -0.57962975 1.3076171 52.66314
## 487 3 -0.996765415 -0.57962975 1.3076171 41.63949
## 488 3 -0.362280856 -0.57962975 1.3076171 55.17461
## 489 3 -1.590919958 -0.57962975 1.3076171 48.25142
## 490 3 0.161506150 -0.57962975 1.3076171 47.40561
## 491 3 -0.223592167 -0.57962975 1.3076171 42.84422
## 492 3 -5.770417460 -0.57962975 1.3076171 45.39408
## 493 3 1.859469464 -0.57962975 1.3076171 60.90867
## 494 3 4.627570428 -0.57962975 1.3076171 50.83332
## 495 3 -5.409321363 -0.57962975 1.3076171 53.03863
## 496 3 3.426074619 -0.57962975 1.3076171 52.71191
## 497 3 2.281167694 -0.57962975 1.3076171 37.86298
## 498 3 -3.084708708 -0.57962975 1.3076171 42.89049
## 499 3 -3.570836139 -0.57962975 1.3076171 61.06011
## 500 3 1.929521016 -0.57962975 1.3076171 55.36993
## 501 3 -0.235250390 -0.57962975 1.3076171 45.75985
## 502 3 1.941468188 0.48721852 1.3076171 43.04054
## 503 3 -0.972211470 0.48721852 1.3076171 65.11006
## 504 3 2.594793700 0.48721852 1.3076171 56.37015
## 505 3 0.306420992 0.48721852 1.3076171 48.67311
## 506 3 -3.470346078 0.48721852 1.3076171 40.06247
## 507 3 1.136448594 0.48721852 1.3076171 45.87583
## 508 3 1.687992242 0.48721852 1.3076171 50.16173
## 509 3 4.634418139 0.48721852 1.3076171 50.24134
## 510 3 -0.618499746 0.48721852 1.3076171 64.61158
## 511 3 -6.036074691 0.48721852 1.3076171 42.47889
## 512 3 0.281368938 0.48721852 1.3076171 61.90069
## 513 3 -0.406071519 0.48721852 1.3076171 40.67149
## 514 3 -6.493758087 0.48721852 1.3076171 51.07773
## 515 3 0.290489574 0.48721852 1.3076171 69.55335
## 516 3 1.590464190 0.48721852 1.3076171 70.59705
## 517 3 0.502465689 0.48721852 1.3076171 53.40472
## 518 3 1.354302690 0.48721852 1.3076171 56.62678
## 519 3 -4.608500973 0.48721852 1.3076171 42.83572
## 520 3 4.533304861 0.48721852 1.3076171 50.16983
## 521 3 0.486755756 0.48721852 1.3076171 41.35615
## 522 3 0.553793809 0.48721852 1.3076171 42.80411
## 523 3 -1.999532152 0.48721852 1.3076171 51.61192
## 524 3 -7.222816806 3.83947674 1.3076171 37.39835
## 525 3 2.447800135 3.83947674 1.3076171 55.07930
## 526 3 0.541593731 3.83947674 1.3076171 43.05928
## 527 3 -5.158605249 3.83947674 1.3076171 50.23722
## 528 3 0.610627668 3.83947674 1.3076171 41.02128
## 529 3 -3.835281857 3.83947674 1.3076171 38.05855
## 530 3 -2.115412938 3.83947674 1.3076171 49.35594
## 531 3 1.716791105 3.83947674 1.3076171 53.66333
## 532 3 1.789782969 3.83947674 1.3076171 37.63001
## 533 3 1.333465158 3.83947674 1.3076171 35.62563
## 534 3 -0.416529729 3.83947674 1.3076171 49.99211
## 535 3 0.209817337 3.83947674 1.3076171 49.48660
## 536 3 -9.797342840 3.83947674 1.3076171 47.97361
## 537 3 1.672089128 3.83947674 1.3076171 40.53660
## 538 3 4.525182184 3.83947674 1.3076171 57.90774
## 539 3 -0.688264013 3.83947674 1.3076171 44.45603
## 540 3 -3.365481750 3.83947674 1.3076171 36.71047
## 541 3 1.118064236 3.83947674 1.3076171 42.01211
## 542 3 -8.138671380 3.83947674 1.3076171 52.49446
## 543 3 5.099436550 3.83947674 1.3076171 45.19418
## 544 3 1.819988626 3.83947674 1.3076171 47.93749
## 545 3 2.903504292 3.83947674 1.3076171 37.14144
## 546 3 -5.298817272 3.83947674 1.3076171 38.05039
## 547 3 -2.915112619 -0.49267830 1.3076171 57.01334
## 548 3 0.067114881 -0.49267830 1.3076171 48.16647
## 549 3 2.193832783 -0.49267830 1.3076171 54.79640
## 550 3 -4.722149545 -0.49267830 1.3076171 37.03952
## 551 3 1.890744060 -0.49267830 1.3076171 42.55923
## 552 3 -4.448164521 -0.49267830 1.3076171 60.05083
## 553 3 4.440326189 -0.49267830 1.3076171 58.31758
## 554 3 0.604950327 -0.49267830 1.3076171 33.50051
## 555 3 -4.118372129 -0.49267830 1.3076171 47.19199
## 556 3 4.094260414 -0.49267830 1.3076171 52.02851
## 557 3 3.330830814 -0.49267830 1.3076171 52.07020
## 558 3 -6.534418487 -0.49267830 1.3076171 60.93836
## 559 3 -2.177464237 -0.49267830 1.3076171 45.04989
## 560 3 -2.891087472 -0.49267830 1.3076171 55.22823
## 561 3 0.094347937 -0.49267830 1.3076171 44.14480
## 562 3 4.810038816 0.79984610 1.3076171 67.94005
## 563 3 -3.924028488 0.79984610 1.3076171 34.10127
## 564 3 -1.410459127 0.79984610 1.3076171 36.09775
## 565 3 -2.438898650 0.79984610 1.3076171 51.11547
## 566 3 1.899161779 0.79984610 1.3076171 44.61072
## 567 3 -3.115631110 0.79984610 1.3076171 42.36939
## 568 3 1.678160946 0.79984610 1.3076171 63.66209
## 569 3 5.187546518 0.79984610 1.3076171 54.23089
## 570 3 -3.254556584 0.79984610 1.3076171 47.27674
## 571 3 -2.241050315 0.79984610 1.3076171 54.27666
## 572 3 0.883185463 0.79984610 1.3076171 54.94233
## 573 3 0.259449523 0.79984610 1.3076171 47.78022
## 574 3 4.882342689 0.79984610 1.3076171 67.23011
## 575 3 0.753551055 0.79984610 1.3076171 52.07419
## 576 3 1.129357338 0.79984610 1.3076171 51.11817
## 577 3 -0.699993793 0.79984610 1.3076171 49.70398
## 578 3 3.969672941 0.79984610 1.3076171 57.35341
## 579 3 0.008728313 0.79984610 1.3076171 52.48110
## 580 3 -0.335377320 0.79984610 1.3076171 33.38964
## 581 3 -2.797633099 0.79984610 1.3076171 59.06188
## 582 3 2.759160279 0.79984610 1.3076171 40.20864
## 583 3 0.241415038 -0.77915044 1.3076171 43.02426
## 584 3 2.222078033 -0.77915044 1.3076171 54.03686
## 585 3 2.238250239 -0.77915044 1.3076171 50.70232
## 586 3 3.519324610 -0.77915044 1.3076171 44.00744
## 587 3 -4.066323686 -0.77915044 1.3076171 51.96706
## 588 3 -1.884422345 -0.77915044 1.3076171 58.16133
## 589 3 -2.332143453 -0.77915044 1.3076171 45.54614
## 590 3 -2.793409331 -0.77915044 1.3076171 51.99366
## 591 3 -4.233841090 -0.77915044 1.3076171 43.58891
## 592 3 0.463542572 -0.77915044 1.3076171 50.37863
## 593 3 2.832940611 -0.77915044 1.3076171 50.66214
## 594 3 0.143025989 -0.77915044 1.3076171 43.29624
## 595 3 4.263099940 -0.77915044 1.3076171 59.21597
## 596 3 2.638812488 -0.77915044 1.3076171 45.82415
## 597 3 9.283741330 -0.77915044 1.3076171 54.46931
## 598 3 -4.085759596 -0.77915044 1.3076171 23.45436
## 599 3 6.153815818 -0.77915044 1.3076171 61.29203
## 600 3 2.110057816 -0.77915044 1.3076171 60.84360
## 601 3 3.106624711 -0.17714035 1.3076171 46.65098
## 602 3 -1.192497890 -0.17714035 1.3076171 47.24638
## 603 3 -3.494585306 -0.17714035 1.3076171 41.25178
## 604 3 1.105293376 -0.17714035 1.3076171 49.28214
## 605 3 -1.299344538 -0.17714035 1.3076171 49.20648
## 606 3 -2.797959222 -0.17714035 1.3076171 60.38562
## 607 3 -3.518899156 -0.17714035 1.3076171 52.25542
## 608 3 3.190734615 -0.17714035 1.3076171 60.33468
## 609 3 -2.678734569 -0.17714035 1.3076171 50.92528
## 610 3 0.516892904 -0.17714035 1.3076171 36.55891
## 611 3 0.131619398 -0.17714035 1.3076171 60.34136
## 612 3 -3.373803201 -0.17714035 1.3076171 48.23332
## 613 3 0.707959903 -0.17714035 1.3076171 69.27369
## 614 3 4.097790958 -0.17714035 1.3076171 53.86003
## 615 3 -0.510700374 -0.17714035 1.3076171 55.77254
## 616 4 -3.576503801 1.05185870 1.4729514 58.79979
## 617 4 -2.837741456 1.05185870 1.4729514 61.08484
## 618 4 -3.117944639 1.05185870 1.4729514 52.64868
## 619 4 -4.823157742 1.05185870 1.4729514 48.93879
## 620 4 -1.584499671 1.05185870 1.4729514 43.45727
## 621 4 -2.494336376 1.05185870 1.4729514 51.84014
## 622 4 -3.430609829 1.05185870 1.4729514 45.81686
## 623 4 -4.432544391 1.05185870 1.4729514 56.67392
## 624 4 -1.551165651 1.05185870 1.4729514 48.80396
## 625 4 -2.532994029 1.05185870 1.4729514 50.12421
## 626 4 0.566209092 1.05185870 1.4729514 52.24036
## 627 4 1.364480913 1.05185870 1.4729514 49.13771
## 628 4 -2.013357070 1.05185870 1.4729514 48.53865
## 629 4 5.805331331 1.05185870 1.4729514 56.74769
## 630 4 0.109948894 1.05185870 1.4729514 56.96536
## 631 4 0.765903835 1.05185870 1.4729514 54.72482
## 632 4 -1.697993374 1.05185870 1.4729514 56.72166
## 633 4 -3.491554240 1.05185870 1.4729514 60.50112
## 634 4 -1.062285801 1.05185870 1.4729514 46.40031
## 635 4 -1.052644914 1.05185870 1.4729514 66.21876
## 636 4 -0.544611167 1.05185870 1.4729514 55.84599
## 637 4 -1.507357362 1.05185870 1.4729514 43.74394
## 638 4 1.736738742 1.05185870 1.4729514 45.49672
## 639 4 -0.137920398 1.05185870 1.4729514 53.22558
## 640 4 2.299211939 1.05185870 1.4729514 63.57240
## 641 4 -0.826999781 2.20326943 1.4729514 48.07278
## 642 4 -2.758636091 2.20326943 1.4729514 71.43840
## 643 4 2.597761543 2.20326943 1.4729514 49.42125
## 644 4 3.435108237 2.20326943 1.4729514 48.91797
## 645 4 -3.715331104 2.20326943 1.4729514 50.64778
## 646 4 3.842419064 2.20326943 1.4729514 48.81784
## 647 4 -2.348697957 2.20326943 1.4729514 44.29945
## 648 4 3.876998137 2.20326943 1.4729514 45.21532
## 649 4 -2.666930435 2.20326943 1.4729514 53.97904
## 650 4 1.291558700 2.20326943 1.4729514 39.26912
## 651 4 1.826381742 2.20326943 1.4729514 54.13472
## 652 4 -3.984173755 2.20326943 1.4729514 48.22399
## 653 4 3.056907199 2.20326943 1.4729514 43.98209
## 654 4 0.507526634 2.20326943 1.4729514 52.26482
## 655 4 1.362541453 2.20326943 1.4729514 49.59889
## 656 4 2.024351638 2.20326943 1.4729514 72.65764
## 657 4 4.068781580 2.20326943 1.4729514 51.97004
## 658 4 -4.346943453 2.20326943 1.4729514 50.70986
## 659 4 5.581315567 2.20326943 1.4729514 54.12725
## 660 4 -2.077579937 2.20326943 1.4729514 36.33402
## 661 4 -2.614587764 2.20326943 1.4729514 37.38894
## 662 4 -1.909525223 2.20326943 1.4729514 34.81150
## 663 4 -3.874680539 -0.39785457 1.4729514 54.68380
## 664 4 4.199782293 -0.39785457 1.4729514 56.55496
## 665 4 1.154254345 -0.39785457 1.4729514 42.22848
## 666 4 0.848238820 -0.39785457 1.4729514 70.51692
## 667 4 0.643115599 -0.39785457 1.4729514 58.99236
## 668 4 -0.044980445 -0.39785457 1.4729514 45.83430
## 669 4 -3.692926010 -0.39785457 1.4729514 53.08522
## 670 4 -5.813235699 -0.39785457 1.4729514 44.24132
## 671 4 -0.162808988 -0.39785457 1.4729514 53.67178
## 672 4 0.138285155 -0.39785457 1.4729514 38.20776
## 673 4 -0.212659840 -0.39785457 1.4729514 45.37987
## 674 4 -1.007569327 -0.39785457 1.4729514 47.38421
## 675 4 4.482195046 -0.39785457 1.4729514 54.10727
## 676 4 -0.785293926 -0.39785457 1.4729514 36.21776
## 677 4 1.138134561 -0.39785457 1.4729514 53.35336
## 678 4 0.899051643 -0.39785457 1.4729514 43.48444
## 679 4 -0.206774673 -0.39785457 1.4729514 48.48331
## 680 4 1.255833628 -0.39785457 1.4729514 66.11272
## 681 4 -0.452757095 -0.39785457 1.4729514 42.67233
## 682 4 1.597975626 -0.39785457 1.4729514 44.66894
## 683 4 -4.581236644 -0.39785457 1.4729514 62.33835
## 684 4 -0.483708847 -0.39785457 1.4729514 47.11975
## 685 4 -2.778403988 -0.39785457 1.4729514 44.07095
## 686 4 -2.633846804 -0.39785457 1.4729514 54.38867
## 687 4 3.088152306 -2.90104549 1.4729514 56.80773
## 688 4 -0.782700847 -2.90104549 1.4729514 50.48730
## 689 4 5.187831231 -2.90104549 1.4729514 52.94508
## 690 4 -5.298925073 -2.90104549 1.4729514 33.27962
## 691 4 4.044146322 -2.90104549 1.4729514 60.92620
## 692 4 1.895189721 -2.90104549 1.4729514 47.38810
## 693 4 2.936420995 -2.90104549 1.4729514 51.33979
## 694 4 -3.028593283 -2.90104549 1.4729514 40.42824
## 695 4 0.473201018 -2.90104549 1.4729514 62.68639
## 696 4 -0.842445371 -2.90104549 1.4729514 53.54942
## 697 4 -0.701681459 -2.90104549 1.4729514 37.77189
## 698 4 3.386840386 -2.90104549 1.4729514 50.50578
## 699 4 1.736367323 -2.90104549 1.4729514 51.70926
## 700 4 4.999388269 -2.90104549 1.4729514 63.69513
## 701 4 2.886352852 -2.90104549 1.4729514 45.85887
## 702 4 2.154592436 -2.90104549 1.4729514 61.73434
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## 704 4 -1.846188060 -0.12012176 1.4729514 51.17590
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## 712 4 1.544263087 -0.12012176 1.4729514 50.94914
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## 717 4 -3.202943028 -0.12012176 1.4729514 45.01383
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## 719 4 0.207550673 -0.12012176 1.4729514 62.71111
## 720 4 0.038008063 -0.12012176 1.4729514 43.88400
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## 722 4 -1.576810834 -0.12012176 1.4729514 74.83428
## 723 4 -1.129420898 -0.12012176 1.4729514 53.52725
## 724 4 2.752899527 2.46093292 1.4729514 45.84119
## 725 4 0.145991078 2.46093292 1.4729514 58.99853
## 726 4 -0.828213810 2.46093292 1.4729514 77.36695
## 727 4 -4.505880019 2.46093292 1.4729514 53.37068
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## 729 4 -0.515441563 2.46093292 1.4729514 62.93900
## 730 4 -0.685689474 2.46093292 1.4729514 52.85270
## 731 4 -0.418431382 2.46093292 1.4729514 51.05474
## 732 4 -1.861247569 2.46093292 1.4729514 57.24244
## 733 4 -2.436684885 2.46093292 1.4729514 50.18795
## 734 4 -4.769446153 2.46093292 1.4729514 63.38879
## 735 4 -2.317988568 2.46093292 1.4729514 35.92321
## 736 4 0.384225578 2.46093292 1.4729514 47.23493
## 737 4 5.948447281 2.46093292 1.4729514 40.31635
## 738 4 0.337187881 2.46093292 1.4729514 55.84337
## 739 4 4.341047059 2.46093292 1.4729514 65.46566
## 740 4 -0.038333570 2.46093292 1.4729514 46.30381
## 741 4 -2.469950934 2.46093292 1.4729514 57.43017
## 742 4 -1.201344429 2.46093292 1.4729514 37.43683
## 743 4 2.107271551 2.46093292 1.4729514 52.23251
## 744 4 -2.448144028 2.46093292 1.4729514 69.11412
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## 746 4 -3.924591715 2.46093292 1.4729514 67.83275
## 747 4 4.992743434 2.46093292 1.4729514 62.88642
## 748 4 -4.449591625 1.32366431 1.4729514 49.10777
## 749 4 1.919018411 1.32366431 1.4729514 39.13306
## 750 4 0.452685553 1.32366431 1.4729514 47.66678
## 751 4 -4.043067980 1.32366431 1.4729514 59.78609
## 752 4 3.036946183 1.32366431 1.4729514 63.21955
## 753 4 4.190201592 1.32366431 1.4729514 48.98038
## 754 4 -8.138647170 1.32366431 1.4729514 49.73126
## 755 4 3.761439828 1.32366431 1.4729514 49.41356
## 756 4 -1.631948830 1.32366431 1.4729514 67.82964
## 757 4 2.422395756 1.32366431 1.4729514 50.87589
## 758 4 1.824241193 1.32366431 1.4729514 58.67414
## 759 4 -0.188922721 1.32366431 1.4729514 49.82363
## 760 4 -0.477689412 1.32366431 1.4729514 61.44306
## 761 4 0.905920738 1.32366431 1.4729514 42.03205
## 762 4 5.142443743 1.32366431 1.4729514 58.15751
## 763 4 -0.616944839 1.32366431 1.4729514 53.45845
## 764 4 2.310941122 1.32366431 1.4729514 66.94620
## 765 4 -0.396018451 1.32366431 1.4729514 58.13069
## 766 4 -0.664923496 1.32366431 1.4729514 39.49022
## 767 4 2.760242999 -1.04640183 1.4729514 41.98362
## 768 4 -1.024382734 -1.04640183 1.4729514 51.83555
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## 770 4 3.107725651 -1.04640183 1.4729514 54.07790
## 771 4 -1.200655326 -1.04640183 1.4729514 46.95001
## 772 4 -0.955992792 -1.04640183 1.4729514 57.88605
## 773 4 4.571600117 -1.04640183 1.4729514 41.95154
## 774 4 -2.566675749 -1.04640183 1.4729514 58.93826
## 775 4 -5.798652142 -1.04640183 1.4729514 38.55614
## 776 4 6.479120889 -1.04640183 1.4729514 48.15927
## 777 4 -1.438201093 -1.04640183 1.4729514 44.25807
## 778 4 3.778562783 -1.04640183 1.4729514 45.56169
## 779 4 2.014264002 -1.04640183 1.4729514 56.09129
## 780 4 0.428581280 -1.04640183 1.4729514 48.81711
## 781 4 2.780641279 -1.04640183 1.4729514 44.08730
## 782 4 -0.737939864 -1.04640183 1.4729514 38.65913
## 783 4 -2.662472816 -1.04640183 1.4729514 42.39496
## 784 4 -0.042661466 -1.04640183 1.4729514 48.06165
## 785 4 -2.048004429 -1.04640183 1.4729514 52.77374
## 786 4 2.504671896 -2.34434258 1.4729514 48.01645
## 787 4 -4.070213003 -2.34434258 1.4729514 48.27855
## 788 4 -3.022070176 -2.34434258 1.4729514 40.83687
## 789 4 -7.805314460 -2.34434258 1.4729514 60.31399
## 790 4 1.474080184 -2.34434258 1.4729514 63.69410
## 791 4 -0.677196141 -2.34434258 1.4729514 42.23368
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## 793 4 -1.230760519 -2.34434258 1.4729514 62.72641
## 794 4 1.362947819 -2.34434258 1.4729514 45.88888
## 795 4 2.494354786 -2.34434258 1.4729514 69.09093
## 796 4 -4.012699585 -2.34434258 1.4729514 54.96194
## 797 4 -3.576573033 -2.34434258 1.4729514 45.54744
## 798 4 0.931068014 -2.34434258 1.4729514 64.11980
## 799 4 0.117198683 -2.34434258 1.4729514 46.09400
## 800 4 -7.143552843 -2.34434258 1.4729514 57.08937
## 801 4 -2.101733607 -2.34434258 1.4729514 33.81017
## 802 4 0.344184355 -2.34434258 1.4729514 59.55158
## 803 4 -2.411906890 -2.34434258 1.4729514 54.91757
## 804 4 -2.731770219 -2.34434258 1.4729514 52.31318
## 805 4 -5.074180756 -2.34434258 1.4729514 46.45223
## 806 4 -1.906766060 -2.34434258 1.4729514 55.24562
## 807 4 0.582108450 -2.34434258 1.4729514 39.37305
## 808 4 -0.690961385 -2.34434258 1.4729514 62.53333
## 809 4 -4.535566850 -2.34434258 1.4729514 69.95115
## 810 4 2.237827880 3.64705822 1.4729514 53.05299
## 811 4 4.734525073 3.64705822 1.4729514 39.07629
## 812 4 2.308996481 3.64705822 1.4729514 59.87585
## 813 4 1.439767074 3.64705822 1.4729514 50.87747
## 814 4 4.003828516 3.64705822 1.4729514 48.24808
## 815 4 4.052785840 3.64705822 1.4729514 43.64594
## 816 4 -0.974654736 3.64705822 1.4729514 54.28374
## 817 4 3.195642531 3.64705822 1.4729514 44.19963
## 818 4 -0.018398315 3.64705822 1.4729514 48.00839
## 819 4 -3.644176579 3.64705822 1.4729514 43.33148
## 820 4 2.073399170 3.64705822 1.4729514 44.16726
## 821 4 -4.392102139 3.64705822 1.4729514 45.80710
## 822 4 1.187728147 3.64705822 1.4729514 52.16140
## 823 4 -0.732333714 3.64705822 1.4729514 51.63045
## 824 4 1.083105644 3.64705822 1.4729514 62.03066
## 825 4 -0.458806148 3.64705822 1.4729514 62.04454
## 826 4 -5.830860287 3.64705822 1.4729514 52.00024
## 827 4 -3.185475526 3.64705822 1.4729514 46.41590
## 828 4 1.575642830 3.64705822 1.4729514 49.09792
## 829 4 2.290244485 3.64705822 1.4729514 49.85088
## 830 4 -0.852519806 3.64705822 1.4729514 47.59856
## 831 4 -2.066986791 3.64705822 1.4729514 51.56657
## 832 4 1.555773500 3.64705822 1.4729514 43.83265
## 833 4 6.747884220 3.64705822 1.4729514 59.25542
## 834 5 2.795202901 0.66688419 -0.5463073 33.11152
## 835 5 1.799481029 0.66688419 -0.5463073 49.53721
## 836 5 -1.123244736 0.66688419 -0.5463073 49.51528
## 837 5 -0.751247172 0.66688419 -0.5463073 46.11101
## 838 5 -3.502334768 0.66688419 -0.5463073 40.22103
## 839 5 -5.909212889 0.66688419 -0.5463073 40.27476
## 840 5 -1.872751595 0.66688419 -0.5463073 60.70708
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## 1661 9 3.325851328 1.53549374 -0.6933210 51.20733
## 1662 9 1.119390077 1.53549374 -0.6933210 54.96406
## 1663 9 1.652530756 1.53549374 -0.6933210 62.50237
## 1664 9 -3.221320429 1.53549374 -0.6933210 58.01758
## 1665 9 -3.231580269 1.53549374 -0.6933210 50.69143
## 1666 9 3.361725604 1.53549374 -0.6933210 44.22807
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## 1671 9 -2.834818536 1.53549374 -0.6933210 60.50889
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## 1674 9 5.160754723 1.53549374 -0.6933210 39.80502
## 1675 9 -3.326283656 1.53549374 -0.6933210 34.04399
## 1676 9 -3.761119666 1.53549374 -0.6933210 51.00548
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## 1678 9 1.319081656 1.53549374 -0.6933210 49.26362
## 1679 9 9.722184188 1.53549374 -0.6933210 62.39375
## 1680 9 -2.628079954 -2.73329582 -0.6933210 51.57477
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## 1685 9 -4.440957223 -2.73329582 -0.6933210 54.67122
## 1686 9 1.851467325 -2.73329582 -0.6933210 42.37940
## 1687 9 2.157807447 -2.73329582 -0.6933210 48.41673
## 1688 9 5.258909759 -2.73329582 -0.6933210 34.18392
## 1689 9 4.277950813 -2.73329582 -0.6933210 51.22159
## 1690 9 -0.461352562 -2.73329582 -0.6933210 53.19267
## 1691 9 -6.750646178 -2.73329582 -0.6933210 50.43011
## 1692 9 -3.898331905 -2.73329582 -0.6933210 57.84167
## 1693 9 0.828759857 -2.73329582 -0.6933210 47.26655
## 1694 9 -0.459538921 -2.73329582 -0.6933210 39.08228
## 1695 9 0.427981028 -2.73329582 -0.6933210 59.49104
## 1696 9 1.963617018 -2.73329582 -0.6933210 42.98960
## 1697 9 1.451095120 -2.73329582 -0.6933210 55.11207
## 1698 9 -2.777294610 -2.73329582 -0.6933210 68.08311
## 1699 9 -0.673215029 0.75227194 -0.6933210 41.92886
## 1700 9 5.542426452 0.75227194 -0.6933210 43.17234
## 1701 9 -0.940706418 0.75227194 -0.6933210 58.41254
## 1702 9 2.535170477 0.75227194 -0.6933210 34.41691
## 1703 9 -2.746888400 0.75227194 -0.6933210 59.84566
## 1704 9 4.516676040 0.75227194 -0.6933210 40.07867
## 1705 9 -2.542557029 0.75227194 -0.6933210 50.41290
## 1706 9 -1.714590579 0.75227194 -0.6933210 55.41647
## 1707 9 1.383199949 0.75227194 -0.6933210 44.72760
## 1708 9 1.563461179 0.75227194 -0.6933210 53.61941
## 1709 9 -7.262200285 0.75227194 -0.6933210 47.54763
## 1710 9 -2.271426825 0.75227194 -0.6933210 46.55228
## 1711 9 -2.517041240 0.75227194 -0.6933210 53.56874
## 1712 9 1.177031828 0.75227194 -0.6933210 47.87441
## 1713 9 -4.460039679 0.75227194 -0.6933210 55.28698
## 1714 9 2.662875112 0.75227194 -0.6933210 44.38794
## 1715 9 -0.383231337 0.75227194 -0.6933210 54.37399
## 1716 9 1.127100397 0.75227194 -0.6933210 52.21078
## 1717 9 -1.135026088 -1.50598196 -0.6933210 45.64903
## 1718 9 1.328486463 -1.50598196 -0.6933210 57.13791
## 1719 9 -0.606067605 -1.50598196 -0.6933210 49.32729
## 1720 9 3.009771924 -1.50598196 -0.6933210 48.06627
## 1721 9 -9.484796069 -1.50598196 -0.6933210 51.42047
## 1722 9 -3.110001494 -1.50598196 -0.6933210 35.36047
## 1723 9 -6.752680994 -1.50598196 -0.6933210 37.64790
## 1724 9 -2.818586967 -1.50598196 -0.6933210 50.61696
## 1725 9 -3.357758830 -1.50598196 -0.6933210 52.77176
## 1726 9 2.148241707 -1.50598196 -0.6933210 52.24367
## 1727 9 1.013616061 -1.50598196 -0.6933210 58.01393
## 1728 9 2.986857077 -1.50598196 -0.6933210 58.20549
## 1729 9 4.324928385 -1.50598196 -0.6933210 60.12460
## 1730 9 3.045365621 -1.50598196 -0.6933210 51.59089
## 1731 9 -4.453008835 -1.50598196 -0.6933210 50.33046
## 1732 9 -7.343983527 -1.50598196 -0.6933210 47.00492
## 1733 9 1.087648790 -1.50598196 -0.6933210 48.22003
## 1734 9 -0.594342315 -1.50598196 -0.6933210 40.89021
## 1735 9 2.585792903 2.32002037 -0.6933210 55.49300
## 1736 9 -3.511283401 2.32002037 -0.6933210 49.33697
## 1737 9 -2.285780082 2.32002037 -0.6933210 45.15129
## 1738 9 -0.537602275 2.32002037 -0.6933210 56.01844
## 1739 9 0.346222963 2.32002037 -0.6933210 47.82536
## 1740 9 3.565384117 2.32002037 -0.6933210 44.48458
## 1741 9 -1.905209672 2.32002037 -0.6933210 60.90712
## 1742 9 -2.562962001 2.32002037 -0.6933210 47.99712
## 1743 9 2.759477377 2.32002037 -0.6933210 48.27497
## 1744 9 -1.484563188 2.32002037 -0.6933210 37.90032
## 1745 9 0.618154093 2.32002037 -0.6933210 46.53794
## 1746 9 3.086600170 2.32002037 -0.6933210 48.03543
## 1747 9 1.847053311 2.32002037 -0.6933210 45.05975
## 1748 9 -3.757335054 2.32002037 -0.6933210 46.68182
## 1749 9 -1.153302890 2.32002037 -0.6933210 60.07687
## 1750 9 4.366392116 0.55700690 -0.6933210 41.71542
## 1751 9 2.587001542 0.55700690 -0.6933210 56.57484
## 1752 9 4.646484424 0.55700690 -0.6933210 47.59671
## 1753 9 -1.034349494 0.55700690 -0.6933210 41.14003
## 1754 9 -1.461193405 0.55700690 -0.6933210 50.63216
## 1755 9 1.728776438 0.55700690 -0.6933210 47.10322
## 1756 9 1.297383815 0.55700690 -0.6933210 47.07598
## 1757 9 -1.574036134 0.55700690 -0.6933210 49.75579
## 1758 9 -1.806109585 0.55700690 -0.6933210 63.55456
## 1759 9 -1.794513981 0.55700690 -0.6933210 43.08923
## 1760 9 2.513459336 0.55700690 -0.6933210 59.03164
## 1761 9 -1.387896109 0.55700690 -0.6933210 53.24794
## 1762 9 -5.229122516 0.55700690 -0.6933210 56.53920
## 1763 9 1.594383048 0.55700690 -0.6933210 46.99053
## 1764 9 -1.057124760 0.55700690 -0.6933210 50.25897
## 1765 9 6.111223534 0.55700690 -0.6933210 54.76170
## 1766 9 -0.295753435 -3.06600070 -0.6933210 56.64321
## 1767 9 0.894841366 -3.06600070 -0.6933210 38.83812
## 1768 9 8.100271682 -3.06600070 -0.6933210 45.48246
## 1769 9 -4.571032031 -3.06600070 -0.6933210 44.88770
## 1770 9 -1.966161955 -3.06600070 -0.6933210 55.58380
## 1771 9 -0.044135055 -3.06600070 -0.6933210 61.80710
## 1772 9 1.191820984 -3.06600070 -0.6933210 45.32652
## 1773 9 0.732104057 -3.06600070 -0.6933210 45.32845
## 1774 9 0.985139806 -3.06600070 -0.6933210 52.72612
## 1775 9 -0.519227260 -3.06600070 -0.6933210 51.67995
## 1776 9 -5.883126895 -3.06600070 -0.6933210 46.63541
## 1777 9 -0.360867159 -3.06600070 -0.6933210 45.98326
## 1778 9 -1.821265308 -3.06600070 -0.6933210 55.58693
## 1779 9 3.749364464 -3.06600070 -0.6933210 53.57058
## 1780 9 -5.374568218 -3.06600070 -0.6933210 63.81335
## 1781 9 -6.950208789 -3.06600070 -0.6933210 54.15758
## 1782 9 -0.889155097 -3.06600070 -0.6933210 49.50310
## 1783 9 -2.385087412 -3.06600070 -0.6933210 50.62824
## 1784 9 0.248422483 -1.94673787 -0.6933210 54.36094
## 1785 9 -3.548078603 -1.94673787 -0.6933210 45.69408
## 1786 9 -2.488264637 -1.94673787 -0.6933210 42.72560
## 1787 9 -3.576786729 -1.94673787 -0.6933210 44.60458
## 1788 9 -0.269166831 -1.94673787 -0.6933210 50.03453
## 1789 9 -6.371645768 -1.94673787 -0.6933210 34.96514
## 1790 9 -4.219353259 -1.94673787 -0.6933210 41.71673
## 1791 9 2.605935832 -1.94673787 -0.6933210 39.21935
## 1792 9 -1.349795954 -1.94673787 -0.6933210 43.84103
## 1793 9 -3.524395795 -1.94673787 -0.6933210 44.33151
## 1794 9 3.458112499 -1.94673787 -0.6933210 42.03991
## 1795 9 -1.896422273 -1.94673787 -0.6933210 47.52907
## 1796 9 2.198053029 -1.94673787 -0.6933210 34.09393
## 1797 9 -6.243665991 -1.94673787 -0.6933210 41.87770
## 1798 9 -5.947884903 -1.94673787 -0.6933210 44.65247
## 1799 9 2.318917433 -1.94673787 -0.6933210 48.38986
## 1800 9 -0.989919992 -1.94673787 -0.6933210 50.01875
## 1801 9 -1.877322155 -3.23081371 -0.6933210 46.87269
## 1802 9 -4.489512624 -3.23081371 -0.6933210 58.19016
## 1803 9 1.137202633 -3.23081371 -0.6933210 56.86142
## 1804 9 4.329225618 -3.23081371 -0.6933210 49.06619
## 1805 9 4.185747837 -3.23081371 -0.6933210 46.47746
## 1806 9 -1.723306519 -3.23081371 -0.6933210 61.17312
## 1807 9 1.685364176 -3.23081371 -0.6933210 59.57996
## 1808 9 -0.941332278 -3.23081371 -0.6933210 34.11311
## 1809 9 -0.845026816 -3.23081371 -0.6933210 41.14497
## 1810 9 6.234008582 -3.23081371 -0.6933210 62.43902
## 1811 9 -2.552532783 -3.23081371 -0.6933210 42.63912
## 1812 9 -1.623790279 -3.23081371 -0.6933210 43.35500
## 1813 9 3.577372435 -3.23081371 -0.6933210 51.28464
## 1814 9 -0.575591040 -3.23081371 -0.6933210 34.62403
## 1815 9 0.128291276 -3.23081371 -0.6933210 50.17853
## 1816 9 -1.075216176 -3.23081371 -0.6933210 67.01370
## 1817 9 1.189076086 -3.23081371 -0.6933210 51.06156
## 1818 9 -3.919387648 -3.23081371 -0.6933210 40.46033
## 1819 9 4.476138269 -3.23081371 -0.6933210 73.01396
## 1820 10 6.553477650 2.53735748 2.3326487 52.36519
## 1821 10 2.931938857 2.53735748 2.3326487 47.62201
## 1822 10 -0.066927420 2.53735748 2.3326487 39.77934
## 1823 10 -0.297967908 2.53735748 2.3326487 47.77268
## 1824 10 -1.897642036 2.53735748 2.3326487 40.96979
## 1825 10 1.170398646 2.53735748 2.3326487 57.66964
## 1826 10 -0.881911645 2.53735748 2.3326487 51.54741
## 1827 10 4.785911723 2.53735748 2.3326487 57.97168
## 1828 10 0.597225010 2.53735748 2.3326487 53.35777
## 1829 10 -1.393161358 2.53735748 2.3326487 46.46389
## 1830 10 -1.147798180 2.53735748 2.3326487 55.16947
## 1831 10 3.034421866 2.53735748 2.3326487 74.73963
## 1832 10 0.313686908 2.53735748 2.3326487 75.73298
## 1833 10 -2.092538523 2.53735748 2.3326487 57.39792
## 1834 10 -3.219688636 2.53735748 2.3326487 67.68429
## 1835 10 -1.592844468 2.53735748 2.3326487 37.96296
## 1836 10 0.148689104 2.53735748 2.3326487 47.20742
## 1837 10 0.066514164 2.53735748 2.3326487 56.04423
## 1838 10 -1.028183589 2.53735748 2.3326487 57.85733
## 1839 10 0.767274684 2.53735748 2.3326487 57.49585
## 1840 10 0.490819632 2.53735748 2.3326487 50.94448
## 1841 10 5.011554118 2.53735748 2.3326487 38.90367
## 1842 10 5.187533537 2.53735748 2.3326487 48.38689
## 1843 10 -2.970653691 2.53735748 2.3326487 43.51065
## 1844 10 3.033187678 2.53735748 2.3326487 45.83421
## 1845 10 -0.657222771 -2.62236155 2.3326487 48.83968
## 1846 10 2.148745843 -2.62236155 2.3326487 46.59316
## 1847 10 2.761744077 -2.62236155 2.3326487 54.84202
## 1848 10 1.771988611 -2.62236155 2.3326487 46.47334
## 1849 10 3.699336635 -2.62236155 2.3326487 44.84342
## 1850 10 4.470034415 -2.62236155 2.3326487 49.26334
## 1851 10 -1.249166933 -2.62236155 2.3326487 29.71839
## 1852 10 -0.220533644 -2.62236155 2.3326487 54.57256
## 1853 10 -0.166034898 -2.62236155 2.3326487 54.37114
## 1854 10 -3.485706735 -2.62236155 2.3326487 49.37518
## 1855 10 0.704378925 -2.62236155 2.3326487 46.41180
## 1856 10 1.820106489 -2.62236155 2.3326487 43.43286
## 1857 10 -0.477994756 -2.62236155 2.3326487 59.19178
## 1858 10 -3.740178993 -2.62236155 2.3326487 39.32917
## 1859 10 3.011220008 -2.62236155 2.3326487 58.09527
## 1860 10 -1.441446194 -2.62236155 2.3326487 64.86856
## 1861 10 -3.346462997 -2.62236155 2.3326487 53.36392
## 1862 10 -2.166334226 -0.12677951 2.3326487 44.96795
## 1863 10 -3.661077455 -0.12677951 2.3326487 33.66894
## 1864 10 4.126012493 -0.12677951 2.3326487 45.16278
## 1865 10 4.774263373 -0.12677951 2.3326487 43.36498
## 1866 10 5.306587501 -0.12677951 2.3326487 49.21356
## 1867 10 0.537040967 -0.12677951 2.3326487 33.62439
## 1868 10 3.625211373 -0.12677951 2.3326487 47.71054
## 1869 10 -6.559597680 -0.12677951 2.3326487 37.47420
## 1870 10 0.072803048 -0.12677951 2.3326487 40.48521
## 1871 10 2.218734346 -0.12677951 2.3326487 46.12772
## 1872 10 0.106856417 -0.12677951 2.3326487 49.89048
## 1873 10 -0.358382984 -0.12677951 2.3326487 45.89620
## 1874 10 -5.621916703 -0.12677951 2.3326487 48.89110
## 1875 10 -5.311562948 -0.12677951 2.3326487 44.30997
## 1876 10 0.052115259 -0.12677951 2.3326487 56.30648
## 1877 10 -0.639045399 -0.12677951 2.3326487 37.66627
## 1878 10 -2.132664353 -0.12677951 2.3326487 57.08478
## 1879 10 -6.114964974 -0.12677951 2.3326487 43.27437
## 1880 10 -1.366285130 -0.12677951 2.3326487 47.85053
## 1881 10 -2.217118973 -0.12677951 2.3326487 31.67289
## 1882 10 -0.245426126 -0.12677951 2.3326487 44.38801
## 1883 10 -1.245640770 4.46861443 2.3326487 46.80240
## 1884 10 1.665626162 4.46861443 2.3326487 44.29636
## 1885 10 2.445428303 4.46861443 2.3326487 52.29533
## 1886 10 2.097319273 4.46861443 2.3326487 53.52910
## 1887 10 2.269721536 4.46861443 2.3326487 57.90206
## 1888 10 -4.171834230 4.46861443 2.3326487 45.90796
## 1889 10 -2.783605691 4.46861443 2.3326487 51.83989
## 1890 10 3.931871720 4.46861443 2.3326487 47.20747
## 1891 10 -3.995307862 4.46861443 2.3326487 47.37165
## 1892 10 -1.837060202 4.46861443 2.3326487 39.33856
## 1893 10 -5.977585819 4.46861443 2.3326487 49.13261
## 1894 10 4.496231298 4.46861443 2.3326487 54.20448
## 1895 10 -6.186211257 4.46861443 2.3326487 55.34081
## 1896 10 -0.310949249 4.46861443 2.3326487 66.02549
## 1897 10 0.392702225 4.46861443 2.3326487 41.73016
## 1898 10 1.075204427 4.46861443 2.3326487 48.99706
## 1899 10 6.828591878 4.46861443 2.3326487 48.28987
## 1900 10 -1.235337207 4.46861443 2.3326487 67.18616
## 1901 10 2.763450896 4.46861443 2.3326487 55.87169
## 1902 10 3.178520124 4.46861443 2.3326487 52.53800
## 1903 10 4.169746641 4.46861443 2.3326487 55.76285
## 1904 10 -3.224236288 4.46861443 2.3326487 40.87820
## 1905 10 -4.012845449 3.73036702 2.3326487 58.74471
## 1906 10 -4.578266204 3.73036702 2.3326487 47.68238
## 1907 10 4.314233169 3.73036702 2.3326487 29.34053
## 1908 10 -5.281617279 3.73036702 2.3326487 53.60865
## 1909 10 0.843101866 3.73036702 2.3326487 45.77421
## 1910 10 0.442766234 3.73036702 2.3326487 59.79133
## 1911 10 3.676022956 3.73036702 2.3326487 65.42138
## 1912 10 3.491218407 3.73036702 2.3326487 53.16905
## 1913 10 -1.274946299 3.73036702 2.3326487 40.35586
## 1914 10 6.570119458 3.73036702 2.3326487 57.80447
## 1915 10 -2.533534952 3.73036702 2.3326487 49.13316
## 1916 10 5.212362998 3.73036702 2.3326487 48.05446
## 1917 10 2.293830115 3.73036702 2.3326487 49.26056
## 1918 10 -0.109284592 3.73036702 2.3326487 55.57934
## 1919 10 -4.324080834 3.73036702 2.3326487 39.75608
## 1920 10 4.669041888 3.73036702 2.3326487 44.66769
## 1921 10 -1.903183081 -2.52769178 2.3326487 51.13171
## 1922 10 -2.190584535 -2.52769178 2.3326487 54.91454
## 1923 10 -4.811673159 -2.52769178 2.3326487 45.38557
## 1924 10 0.944404927 -2.52769178 2.3326487 54.99056
## 1925 10 7.435921193 -2.52769178 2.3326487 57.23707
## 1926 10 5.072068279 -2.52769178 2.3326487 51.50895
## 1927 10 3.232356730 -2.52769178 2.3326487 50.02358
## 1928 10 -1.649944474 -2.52769178 2.3326487 57.02902
## 1929 10 0.653623771 -2.52769178 2.3326487 64.62576
## 1930 10 2.807389444 -2.52769178 2.3326487 57.39015
## 1931 10 -2.127923078 -2.52769178 2.3326487 45.54082
## 1932 10 -3.022908130 -2.52769178 2.3326487 47.43607
## 1933 10 0.440886256 -2.52769178 2.3326487 54.01670
## 1934 10 -5.372944923 -2.52769178 2.3326487 49.75258
## 1935 10 -2.884894914 -2.52769178 2.3326487 54.61891
## 1936 10 4.091939071 -2.52769178 2.3326487 60.54193
## 1937 10 4.368390147 1.96137455 2.3326487 58.39354
## 1938 10 0.723502390 1.96137455 2.3326487 54.11828
## 1939 10 -3.577269081 1.96137455 2.3326487 52.91942
## 1940 10 -2.638106730 1.96137455 2.3326487 50.05085
## 1941 10 0.366264225 1.96137455 2.3326487 63.16131
## 1942 10 1.046548830 1.96137455 2.3326487 65.88930
## 1943 10 -6.143379433 1.96137455 2.3326487 55.99968
## 1944 10 -0.610973962 1.96137455 2.3326487 46.61914
## 1945 10 -3.712088572 1.96137455 2.3326487 51.11453
## 1946 10 2.356689090 1.96137455 2.3326487 43.22130
## 1947 10 -5.173365501 1.96137455 2.3326487 42.39056
## 1948 10 -2.330777210 1.96137455 2.3326487 43.19371
## 1949 10 -0.407099895 1.96137455 2.3326487 48.64199
## 1950 10 -0.972653754 1.96137455 2.3326487 42.54634
## 1951 10 3.805954877 1.96137455 2.3326487 65.81061
## 1952 10 3.794897298 -2.75244445 2.3326487 44.44193
## 1953 10 2.338217053 -2.75244445 2.3326487 53.39411
## 1954 10 3.071965081 -2.75244445 2.3326487 68.56440
## 1955 10 2.593347368 -2.75244445 2.3326487 58.50577
## 1956 10 -2.471652118 -2.75244445 2.3326487 53.55956
## 1957 10 5.895682603 -2.75244445 2.3326487 43.10937
## 1958 10 -3.295347582 -2.75244445 2.3326487 58.18593
## 1959 10 6.517374368 -2.75244445 2.3326487 60.95671
## 1960 10 -0.012270815 -2.75244445 2.3326487 60.97005
## 1961 10 -1.581288017 -2.75244445 2.3326487 44.54952
## 1962 10 -2.991429369 -2.75244445 2.3326487 61.85301
## 1963 10 4.677485266 -2.75244445 2.3326487 51.81234
## 1964 10 3.082595773 -2.75244445 2.3326487 51.48449
## 1965 10 -3.197623083 -2.75244445 2.3326487 57.08666
## 1966 10 2.469635704 -2.75244445 2.3326487 55.97591
## 1967 10 2.821200720 -2.75244445 2.3326487 57.09530
## 1968 10 -2.359877620 -2.75244445 2.3326487 43.09439
## 1969 10 -0.525905128 -2.75244445 2.3326487 49.36860
## 1970 10 5.970664132 3.03433135 2.3326487 46.24036
## 1971 10 -6.679601949 3.03433135 2.3326487 60.67540
## 1972 10 -4.534341151 3.03433135 2.3326487 59.54009
## 1973 10 -3.202075312 3.03433135 2.3326487 57.58103
## 1974 10 -2.745802051 3.03433135 2.3326487 49.52318
## 1975 10 3.652077524 3.03433135 2.3326487 37.83543
## 1976 10 -2.920346715 3.03433135 2.3326487 51.35014
## 1977 10 3.320326310 3.03433135 2.3326487 52.65449
## 1978 10 -1.872432193 3.03433135 2.3326487 41.59214
## 1979 10 3.193871706 3.03433135 2.3326487 53.26498
## 1980 10 6.512090984 3.03433135 2.3326487 48.64608
## 1981 10 -2.633137633 3.03433135 2.3326487 46.32485
## 1982 10 -0.175288832 3.03433135 2.3326487 46.75329
## 1983 10 -5.246192008 3.03433135 2.3326487 46.77215
## 1984 10 7.053814768 3.03433135 2.3326487 59.05378
## 1985 10 -1.334444029 3.03433135 2.3326487 48.46899
## 1986 10 -2.083635305 3.03433135 2.3326487 45.73436
## 1987 10 4.339380293 3.03433135 2.3326487 59.49155
## 1988 10 -0.851810325 3.03433135 2.3326487 59.75743
## 1989 10 1.116332743 3.03433135 2.3326487 64.21400
## 1990 10 3.344355834 3.03433135 2.3326487 52.28948
## 1991 10 -1.232622053 3.03433135 2.3326487 56.74370
## 1992 10 4.134052263 3.03433135 2.3326487 56.30355
## 1993 10 -0.514937519 3.03433135 2.3326487 46.58472
## 1994 10 0.579145212 3.03433135 2.3326487 46.93869
## 1995 10 3.533560146 0.69135260 2.3326487 48.87088
## 1996 10 4.755116197 0.69135260 2.3326487 50.42099
## 1997 10 4.632809499 0.69135260 2.3326487 61.51859
## 1998 10 -1.925279696 0.69135260 2.3326487 63.95335
## 1999 10 0.070914054 0.69135260 2.3326487 60.65476
## 2000 10 4.370910973 0.69135260 2.3326487 60.54222
## 2001 10 3.495323144 0.69135260 2.3326487 52.51543
## 2002 10 4.153846971 0.69135260 2.3326487 58.65708
## 2003 10 0.383589924 0.69135260 2.3326487 57.57293
## 2004 10 -1.241004991 0.69135260 2.3326487 30.87026
## 2005 10 -1.930657142 0.69135260 2.3326487 51.76495
## 2006 10 -2.933600695 0.69135260 2.3326487 43.66884
## 2007 10 3.184240644 0.69135260 2.3326487 39.02363
## 2008 10 2.300554907 0.69135260 2.3326487 51.96042
## 2009 10 -4.928996374 0.69135260 2.3326487 40.36857
## 2010 10 2.642566270 0.69135260 2.3326487 53.04879
## 2011 10 -1.535542774 0.69135260 2.3326487 47.87673
## 2012 10 -8.504121417 0.69135260 2.3326487 62.44679
## 2013 10 4.090257033 0.69135260 2.3326487 56.59854
## 2014 10 -3.166164697 0.69135260 2.3326487 44.24041
## 2015 10 0.911531803 0.69135260 2.3326487 53.88518
## 2016 10 0.059865755 0.69135260 2.3326487 51.91331
## 2017 11 -2.353909544 0.35846225 0.9098221 52.01504
## 2018 11 1.724440055 0.35846225 0.9098221 49.22744
## 2019 11 -2.900215529 0.35846225 0.9098221 51.43236
## 2020 11 -2.048042434 0.35846225 0.9098221 51.96244
## 2021 11 1.655400743 0.35846225 0.9098221 70.61154
## 2022 11 -4.171451849 0.35846225 0.9098221 45.66082
## 2023 11 0.492310390 0.35846225 0.9098221 51.37094
## 2024 11 0.116598075 0.35846225 0.9098221 45.94042
## 2025 11 -0.347688983 0.35846225 0.9098221 50.19308
## 2026 11 -0.989059852 0.35846225 0.9098221 44.24859
## 2027 11 -0.489075379 0.35846225 0.9098221 60.22283
## 2028 11 -0.807103245 0.35846225 0.9098221 49.20054
## 2029 11 -0.479727230 0.35846225 0.9098221 46.24925
## 2030 11 4.590190193 0.35846225 0.9098221 58.31908
## 2031 11 1.307928912 0.35846225 0.9098221 66.28453
## 2032 11 -5.367789233 0.35846225 0.9098221 54.04596
## 2033 11 -2.103550439 0.35846225 0.9098221 49.92360
## 2034 11 -1.070528276 0.35846225 0.9098221 42.89205
## 2035 11 3.432675066 0.35846225 0.9098221 72.51586
## 2036 11 4.365180712 0.35846225 0.9098221 53.34599
## 2037 11 6.712900207 0.35846225 0.9098221 54.08472
## 2038 11 5.508072216 -1.10545085 0.9098221 58.89086
## 2039 11 -1.878304109 -1.10545085 0.9098221 50.08075
## 2040 11 0.906377040 -1.10545085 0.9098221 50.18334
## 2041 11 -1.002168832 -1.10545085 0.9098221 42.11500
## 2042 11 2.412395572 -1.10545085 0.9098221 38.30863
## 2043 11 4.429372172 -1.10545085 0.9098221 46.06588
## 2044 11 -1.455870317 -1.10545085 0.9098221 44.45390
## 2045 11 -6.363821140 -1.10545085 0.9098221 49.67087
## 2046 11 -4.192677003 -1.10545085 0.9098221 54.01455
## 2047 11 11.044298334 -1.10545085 0.9098221 46.99828
## 2048 11 -1.757717214 -1.10545085 0.9098221 44.70192
## 2049 11 0.792037946 -1.10545085 0.9098221 53.72202
## 2050 11 3.571603417 -1.10545085 0.9098221 61.47069
## 2051 11 -3.230577025 -1.10545085 0.9098221 50.56822
## 2052 11 -1.442450465 -1.10545085 0.9098221 33.52181
## 2053 11 0.356600246 -1.10545085 0.9098221 51.58888
## 2054 11 1.208791484 -1.10545085 0.9098221 46.50375
## 2055 11 -0.069511996 -1.10545085 0.9098221 49.80827
## 2056 11 1.579962545 -1.10545085 0.9098221 52.10764
## 2057 11 0.430596127 2.17447210 0.9098221 62.79390
## 2058 11 -2.289916238 2.17447210 0.9098221 48.26569
## 2059 11 0.864456963 2.17447210 0.9098221 44.89626
## 2060 11 2.871171500 2.17447210 0.9098221 50.49388
## 2061 11 3.979967205 2.17447210 0.9098221 50.41727
## 2062 11 -4.333655140 2.17447210 0.9098221 54.69877
## 2063 11 -4.887088670 2.17447210 0.9098221 55.04930
## 2064 11 -1.969505532 2.17447210 0.9098221 56.89109
## 2065 11 5.586093636 2.17447210 0.9098221 56.26074
## 2066 11 -1.596057660 2.17447210 0.9098221 56.68082
## 2067 11 2.032355917 2.17447210 0.9098221 52.03369
## 2068 11 -4.242464511 2.17447210 0.9098221 56.46581
## 2069 11 -2.050488102 2.17447210 0.9098221 57.52059
## 2070 11 3.494608213 2.17447210 0.9098221 47.60934
## 2071 11 -5.205101198 2.17447210 0.9098221 63.30462
## 2072 11 -3.722507655 2.17447210 0.9098221 58.56580
## 2073 11 1.578643330 2.17447210 0.9098221 46.85956
## 2074 11 -4.808325355 2.17447210 0.9098221 44.64262
## 2075 11 -2.104848518 2.17447210 0.9098221 53.86512
## 2076 11 -5.767469545 2.17447210 0.9098221 50.00980
## 2077 11 1.773026943 2.17447210 0.9098221 51.78853
## 2078 11 -3.153532350 2.17447210 0.9098221 50.37703
## 2079 11 -0.951499784 2.17447210 0.9098221 43.07023
## 2080 11 -1.179434677 1.25719824 0.9098221 59.67780
## 2081 11 4.525216813 1.25719824 0.9098221 60.32577
## 2082 11 1.726026428 1.25719824 0.9098221 49.56755
## 2083 11 1.213200431 1.25719824 0.9098221 45.00950
## 2084 11 2.417793701 1.25719824 0.9098221 53.24015
## 2085 11 -3.932217702 1.25719824 0.9098221 52.95208
## 2086 11 4.298802936 1.25719824 0.9098221 41.82332
## 2087 11 -4.559397871 1.25719824 0.9098221 41.57470
## 2088 11 0.650466527 1.25719824 0.9098221 39.23524
## 2089 11 4.150037045 1.25719824 0.9098221 48.70930
## 2090 11 -2.420037797 1.25719824 0.9098221 68.36548
## 2091 11 3.935836154 1.25719824 0.9098221 48.49560
## 2092 11 2.009122982 1.25719824 0.9098221 51.38032
## 2093 11 3.948390413 1.25719824 0.9098221 45.17219
## 2094 11 2.163302675 1.25719824 0.9098221 49.49295
## 2095 11 -1.322932350 1.25719824 0.9098221 56.44262
## 2096 11 2.667881676 1.25719824 0.9098221 45.52134
## 2097 11 -0.018169793 1.25719824 0.9098221 57.39552
## 2098 11 1.532230154 1.25719824 0.9098221 46.68238
## 2099 11 2.530656430 -3.89303365 0.9098221 35.82380
## 2100 11 -4.162647553 -3.89303365 0.9098221 53.04417
## 2101 11 -0.221450607 -3.89303365 0.9098221 45.31995
## 2102 11 -3.209499776 -3.89303365 0.9098221 39.41870
## 2103 11 1.557946585 -3.89303365 0.9098221 35.04362
## 2104 11 -0.435901302 -3.89303365 0.9098221 51.66773
## 2105 11 1.052205292 -3.89303365 0.9098221 37.36817
## 2106 11 -6.254279808 -3.89303365 0.9098221 52.61576
## 2107 11 2.135618268 -3.89303365 0.9098221 48.36363
## 2108 11 -0.964860073 -3.89303365 0.9098221 41.98813
## 2109 11 0.447183527 -3.89303365 0.9098221 29.44365
## 2110 11 -0.129544886 -3.89303365 0.9098221 48.47992
## 2111 11 4.654558441 -3.89303365 0.9098221 42.95479
## 2112 11 -0.129757635 -3.89303365 0.9098221 37.92917
## 2113 11 -2.461759032 -3.89303365 0.9098221 37.13091
## 2114 11 0.680667748 -3.89303365 0.9098221 57.16431
## 2115 11 -7.568683927 -3.89303365 0.9098221 47.11267
## 2116 11 4.113595312 -3.89303365 0.9098221 62.33907
## 2117 11 -1.265418131 -3.89303365 0.9098221 47.91521
## 2118 11 0.541903553 -3.89303365 0.9098221 57.60629
## 2119 11 1.134886792 -3.89303365 0.9098221 48.91601
## 2120 11 0.913894636 -1.59859599 0.9098221 40.64294
## 2121 11 1.475088643 -1.59859599 0.9098221 36.87456
## 2122 11 3.000007442 -1.59859599 0.9098221 49.64248
## 2123 11 -3.317923791 -1.59859599 0.9098221 48.41194
## 2124 11 3.154512019 -1.59859599 0.9098221 64.04488
## 2125 11 0.819308555 -1.59859599 0.9098221 69.21657
## 2126 11 -1.419538610 -1.59859599 0.9098221 43.07191
## 2127 11 3.381793571 -1.59859599 0.9098221 53.66542
## 2128 11 -2.506393389 -1.59859599 0.9098221 36.91002
## 2129 11 1.696882520 -1.59859599 0.9098221 40.21814
## 2130 11 -0.675587595 -1.59859599 0.9098221 56.64024
## 2131 11 -2.604133260 -1.59859599 0.9098221 47.76810
## 2132 11 1.259500202 -1.59859599 0.9098221 36.42695
## 2133 11 3.856828464 -1.59859599 0.9098221 65.88779
## 2134 11 0.769645729 -1.59859599 0.9098221 58.42835
## 2135 11 2.297456208 -1.59859599 0.9098221 59.87730
## 2136 11 1.820013340 -1.59859599 0.9098221 45.37671
## 2137 11 -3.055049143 -1.59859599 0.9098221 60.32609
## 2138 11 3.737620706 -1.59859599 0.9098221 43.03654
## 2139 11 2.611423196 -1.59859599 0.9098221 58.85595
## 2140 11 2.016534765 -4.48632860 0.9098221 70.01832
## 2141 11 -1.429710335 -4.48632860 0.9098221 40.61738
## 2142 11 0.344456890 -4.48632860 0.9098221 54.48627
## 2143 11 -4.514293186 -4.48632860 0.9098221 59.35291
## 2144 11 -3.570396893 -4.48632860 0.9098221 53.20739
## 2145 11 1.810870448 -4.48632860 0.9098221 49.68539
## 2146 11 2.716220871 -4.48632860 0.9098221 47.65450
## 2147 11 -0.971790501 -4.48632860 0.9098221 42.21769
## 2148 11 1.111122440 -4.48632860 0.9098221 46.20929
## 2149 11 0.672620204 -4.48632860 0.9098221 45.43939
## 2150 11 1.978752813 -4.48632860 0.9098221 49.77649
## 2151 11 0.456473980 -4.48632860 0.9098221 59.51331
## 2152 11 0.422093539 -4.48632860 0.9098221 58.85817
## 2153 11 0.603466230 -4.48632860 0.9098221 47.54068
## 2154 11 4.985322017 -4.48632860 0.9098221 47.43386
## 2155 11 1.915046390 -4.48632860 0.9098221 50.96985
## 2156 11 -3.763547042 -4.48632860 0.9098221 44.93993
## 2157 11 -5.813977039 -4.48632860 0.9098221 48.78941
## 2158 11 4.666987365 -4.48632860 0.9098221 60.26374
## 2159 11 3.880081031 -4.48632860 0.9098221 50.14213
## 2160 11 2.272523951 -4.48632860 0.9098221 33.97461
## 2161 11 -1.760082596 -4.48632860 0.9098221 56.01743
## 2162 11 1.817328745 -4.48632860 0.9098221 57.83753
## 2163 11 -0.980028775 -4.48632860 0.9098221 43.75849
## 2164 11 -2.201748528 -1.85877151 0.9098221 43.59176
## 2165 11 1.236508460 -1.85877151 0.9098221 43.56334
## 2166 11 2.374249120 -1.85877151 0.9098221 46.84315
## 2167 11 0.298612303 -1.85877151 0.9098221 55.80215
## 2168 11 0.575479344 -1.85877151 0.9098221 49.39054
## 2169 11 10.562755855 -1.85877151 0.9098221 59.65788
## 2170 11 -0.627680016 -1.85877151 0.9098221 53.59113
## 2171 11 4.503190904 -1.85877151 0.9098221 52.59260
## 2172 11 3.928721427 -1.85877151 0.9098221 51.41899
## 2173 11 4.053966206 -1.85877151 0.9098221 56.43673
## 2174 11 5.434878701 -1.85877151 0.9098221 53.43757
## 2175 11 -8.494085292 -1.85877151 0.9098221 52.48479
## 2176 11 0.874726157 -1.85877151 0.9098221 47.36983
## 2177 11 1.107155135 -1.85877151 0.9098221 49.39546
## 2178 11 -3.176064787 -1.85877151 0.9098221 55.23427
## 2179 11 3.637178225 -2.43403783 0.9098221 44.58794
## 2180 11 -1.495519076 -2.43403783 0.9098221 54.92912
## 2181 11 3.038784489 -2.43403783 0.9098221 58.25174
## 2182 11 -5.382036042 -2.43403783 0.9098221 59.99942
## 2183 11 0.378403410 -2.43403783 0.9098221 51.98403
## 2184 11 0.421949797 -2.43403783 0.9098221 60.90098
## 2185 11 4.496672738 -2.43403783 0.9098221 46.26080
## 2186 11 0.115542451 -2.43403783 0.9098221 50.82453
## 2187 11 -2.152760253 -2.43403783 0.9098221 59.19072
## 2188 11 -2.720025641 -2.43403783 0.9098221 51.76833
## 2189 11 6.483659321 -2.43403783 0.9098221 56.02088
## 2190 11 0.356167121 -2.43403783 0.9098221 53.46074
## 2191 11 -0.540230240 -2.43403783 0.9098221 67.66861
## 2192 11 -3.989105825 -2.43403783 0.9098221 54.75093
## 2193 11 3.392102353 -2.43403783 0.9098221 44.04136
## 2194 11 0.195535933 -2.43403783 0.9098221 57.03176
## 2195 11 -1.349555181 -2.43403783 0.9098221 53.83151
## 2196 11 2.107570373 -2.43403783 0.9098221 59.71785
## 2197 11 -1.691640132 0.04198533 0.9098221 52.82849
## 2198 11 0.191669143 0.04198533 0.9098221 59.08937
## 2199 11 2.606876022 0.04198533 0.9098221 55.62487
## 2200 11 -0.477440654 0.04198533 0.9098221 58.41786
## 2201 11 1.171428170 0.04198533 0.9098221 42.37869
## 2202 11 1.951136422 0.04198533 0.9098221 39.98505
## 2203 11 3.683769959 0.04198533 0.9098221 60.27380
## 2204 11 1.243232630 0.04198533 0.9098221 48.63124
## 2205 11 -3.144748407 0.04198533 0.9098221 58.44809
## 2206 11 -3.309294801 0.04198533 0.9098221 35.20731
## 2207 11 1.417046999 0.04198533 0.9098221 41.65933
## 2208 11 -0.928966334 0.04198533 0.9098221 54.85397
## 2209 11 8.175705422 0.04198533 0.9098221 64.06667
## 2210 11 6.897803352 0.04198533 0.9098221 55.73562
## 2211 11 -2.244745214 0.04198533 0.9098221 51.45499
## 2212 12 1.131315373 1.90986350 -2.2182503 39.55983
## 2213 12 1.828365345 1.90986350 -2.2182503 59.42455
## 2214 12 -4.098021809 1.90986350 -2.2182503 30.44263
## 2215 12 -1.963299947 1.90986350 -2.2182503 50.39682
## 2216 12 1.792329462 1.90986350 -2.2182503 60.21151
## 2217 12 -0.645045201 1.90986350 -2.2182503 45.65324
## 2218 12 -3.346360326 1.90986350 -2.2182503 49.10485
## 2219 12 2.418818072 1.90986350 -2.2182503 55.33276
## 2220 12 -1.000706925 1.90986350 -2.2182503 38.04213
## 2221 12 5.101051886 1.90986350 -2.2182503 55.30647
## 2222 12 4.335133133 1.90986350 -2.2182503 48.57440
## 2223 12 4.362070472 1.90986350 -2.2182503 41.66373
## 2224 12 5.487115404 1.90986350 -2.2182503 49.99545
## 2225 12 -1.108573295 1.90986350 -2.2182503 57.54910
## 2226 12 -2.915357394 1.90986350 -2.2182503 54.02853
## 2227 12 2.841916619 1.90986350 -2.2182503 49.22010
## 2228 12 0.931534809 1.90986350 -2.2182503 47.84493
## 2229 12 6.064583793 0.28807838 -2.2182503 50.86852
## 2230 12 1.296474000 0.28807838 -2.2182503 63.12035
## 2231 12 -0.600938156 0.28807838 -2.2182503 49.87244
## 2232 12 2.189733920 0.28807838 -2.2182503 50.06671
## 2233 12 -1.271988425 0.28807838 -2.2182503 59.09229
## 2234 12 -1.623413194 0.28807838 -2.2182503 45.41441
## 2235 12 -0.252073514 0.28807838 -2.2182503 46.94754
## 2236 12 -4.489887839 0.28807838 -2.2182503 55.49586
## 2237 12 0.605423682 0.28807838 -2.2182503 47.63876
## 2238 12 -2.030274951 0.28807838 -2.2182503 47.42868
## 2239 12 -0.957295991 0.28807838 -2.2182503 47.94886
## 2240 12 0.742264136 0.28807838 -2.2182503 47.54777
## 2241 12 0.921722145 0.28807838 -2.2182503 42.39748
## 2242 12 1.215233870 0.28807838 -2.2182503 52.04609
## 2243 12 -2.850956590 0.28807838 -2.2182503 37.43941
## 2244 12 -1.024939827 -1.95952436 -2.2182503 39.91568
## 2245 12 -1.512680842 -1.95952436 -2.2182503 43.76803
## 2246 12 -4.072078273 -1.95952436 -2.2182503 65.39728
## 2247 12 2.153795324 -1.95952436 -2.2182503 52.30029
## 2248 12 -0.256391197 -1.95952436 -2.2182503 47.47377
## 2249 12 -4.238385610 -1.95952436 -2.2182503 73.51778
## 2250 12 2.084339066 -1.95952436 -2.2182503 47.82427
## 2251 12 -0.347322275 -1.95952436 -2.2182503 57.05647
## 2252 12 -6.412884949 -1.95952436 -2.2182503 43.81620
## 2253 12 -4.913139524 -1.95952436 -2.2182503 46.43999
## 2254 12 1.537117188 -1.95952436 -2.2182503 54.19649
## 2255 12 0.304894319 -1.95952436 -2.2182503 53.64793
## 2256 12 -2.533967209 -1.95952436 -2.2182503 47.69951
## 2257 12 3.303398844 -1.95952436 -2.2182503 58.24879
## 2258 12 -2.168698140 -1.95952436 -2.2182503 64.96419
## 2259 12 0.730136748 -1.95952436 -2.2182503 41.05102
## 2260 12 -2.209192345 -1.95952436 -2.2182503 44.65688
## 2261 12 -1.435353809 -1.95952436 -2.2182503 43.51587
## 2262 12 1.127914831 -1.95952436 -2.2182503 52.33117
## 2263 12 -1.937071948 -1.95952436 -2.2182503 48.82852
## 2264 12 0.446872857 -1.95952436 -2.2182503 50.20624
## 2265 12 0.907101134 -1.95952436 -2.2182503 54.70151
## 2266 12 0.396331926 -1.27794474 -2.2182503 52.43247
## 2267 12 -1.093493819 -1.27794474 -2.2182503 50.28298
## 2268 12 -5.108414662 -1.27794474 -2.2182503 49.05429
## 2269 12 -3.923959459 -1.27794474 -2.2182503 52.05546
## 2270 12 2.751198684 -1.27794474 -2.2182503 65.39139
## 2271 12 1.152922000 -1.27794474 -2.2182503 58.45172
## 2272 12 1.974814476 -1.27794474 -2.2182503 53.73742
## 2273 12 -1.915186637 -1.27794474 -2.2182503 66.09232
## 2274 12 -8.604370263 -1.27794474 -2.2182503 50.45840
## 2275 12 -0.622762402 -1.27794474 -2.2182503 46.52673
## 2276 12 -2.968959134 -1.27794474 -2.2182503 52.88424
## 2277 12 -1.131893012 -1.27794474 -2.2182503 54.54708
## 2278 12 -2.589746199 -1.27794474 -2.2182503 52.68460
## 2279 12 -3.107633988 -1.27794474 -2.2182503 37.99412
## 2280 12 -4.078576368 -1.27794474 -2.2182503 55.31298
## 2281 12 2.814300381 -1.27794474 -2.2182503 48.13196
## 2282 12 3.893071694 -1.27794474 -2.2182503 42.86917
## 2283 12 -1.629691354 -1.27794474 -2.2182503 48.87082
## 2284 12 -1.359477564 -1.27794474 -2.2182503 62.85449
## 2285 12 -5.119551888 -1.27794474 -2.2182503 42.04434
## 2286 12 -0.248636971 -1.27794474 -2.2182503 47.10792
## 2287 12 4.452695385 -1.27794474 -2.2182503 47.13595
## 2288 12 -1.164821901 4.06814002 -2.2182503 58.65788
## 2289 12 -2.789521093 4.06814002 -2.2182503 33.80417
## 2290 12 7.751782894 4.06814002 -2.2182503 57.79652
## 2291 12 4.048066284 4.06814002 -2.2182503 60.11975
## 2292 12 -2.643397832 4.06814002 -2.2182503 49.62913
## 2293 12 0.455562784 4.06814002 -2.2182503 44.87108
## 2294 12 -3.745730798 4.06814002 -2.2182503 68.38764
## 2295 12 -7.592649247 4.06814002 -2.2182503 44.82232
## 2296 12 -7.027930719 4.06814002 -2.2182503 47.97712
## 2297 12 0.552568374 4.06814002 -2.2182503 42.55852
## 2298 12 -3.787099842 4.06814002 -2.2182503 31.99833
## 2299 12 -1.567817239 4.06814002 -2.2182503 61.43739
## 2300 12 -3.186036397 4.06814002 -2.2182503 59.77351
## 2301 12 -2.644663405 4.06814002 -2.2182503 51.55440
## 2302 12 3.480975535 4.06814002 -2.2182503 55.10286
## 2303 12 -5.262850586 4.06814002 -2.2182503 52.28571
## 2304 12 5.353576451 4.06814002 -2.2182503 54.07251
## 2305 12 -4.110320777 4.06814002 -2.2182503 42.28132
## 2306 12 6.288489768 4.06814002 -2.2182503 39.46038
## 2307 12 -1.493926029 4.06814002 -2.2182503 40.82867
## 2308 12 0.954138869 -0.55357470 -2.2182503 60.81826
## 2309 12 -0.688403145 -0.55357470 -2.2182503 47.78135
## 2310 12 5.426570934 -0.55357470 -2.2182503 42.00874
## 2311 12 4.602738852 -0.55357470 -2.2182503 63.89644
## 2312 12 -5.089089279 -0.55357470 -2.2182503 60.91199
## 2313 12 0.391962147 -0.55357470 -2.2182503 41.88248
## 2314 12 1.195736593 -0.55357470 -2.2182503 38.69762
## 2315 12 2.645472210 -0.55357470 -2.2182503 50.08338
## 2316 12 0.359904410 -0.55357470 -2.2182503 41.10414
## 2317 12 -2.909760207 -0.55357470 -2.2182503 39.55386
## 2318 12 -2.072142367 -0.55357470 -2.2182503 47.03403
## 2319 12 1.169578902 -0.55357470 -2.2182503 44.80137
## 2320 12 -0.935934090 -0.55357470 -2.2182503 53.98414
## 2321 12 3.587996707 -0.55357470 -2.2182503 43.84561
## 2322 12 -0.240684782 -0.55357470 -2.2182503 55.11969
## 2323 12 -0.098718063 -0.55357470 -2.2182503 55.62552
## 2324 12 1.563332532 -0.55357470 -2.2182503 63.37317
## 2325 12 3.475579108 -0.55357470 -2.2182503 52.86656
## 2326 12 -2.122284935 -0.55357470 -2.2182503 53.42465
## 2327 12 3.502270633 -0.55357470 -2.2182503 37.13431
## 2328 12 -1.163172076 -0.60955046 -2.2182503 67.46138
## 2329 12 -0.622342510 -0.60955046 -2.2182503 62.41519
## 2330 12 -7.502503046 -0.60955046 -2.2182503 37.55344
## 2331 12 2.312981428 -0.60955046 -2.2182503 53.48242
## 2332 12 -0.342842314 -0.60955046 -2.2182503 41.09199
## 2333 12 -0.033430583 -0.60955046 -2.2182503 56.87324
## 2334 12 -0.277439510 -0.60955046 -2.2182503 52.13268
## 2335 12 -3.982568009 -0.60955046 -2.2182503 54.14159
## 2336 12 2.583040320 -0.60955046 -2.2182503 53.45158
## 2337 12 -3.655605716 -0.60955046 -2.2182503 64.98208
## 2338 12 1.626873779 -0.60955046 -2.2182503 48.32410
## 2339 12 -2.922337528 -0.60955046 -2.2182503 42.76492
## 2340 12 3.529672598 -0.60955046 -2.2182503 51.04999
## 2341 12 1.501141488 -0.60955046 -2.2182503 45.49851
## 2342 12 -2.265154880 -0.60955046 -2.2182503 59.43642
## 2343 12 -7.147068791 -0.60955046 -2.2182503 59.49284
## 2344 12 -0.620217765 -0.60955046 -2.2182503 39.05811
## 2345 12 2.366885936 -0.60955046 -2.2182503 52.81995
## 2346 12 2.297710813 -0.60955046 -2.2182503 59.65669
## 2347 12 1.221431584 -0.60955046 -2.2182503 54.13560
## 2348 12 0.657626386 -0.60955046 -2.2182503 34.05106
## 2349 12 1.734181054 0.70523226 -2.2182503 46.40959
## 2350 12 2.340214739 0.70523226 -2.2182503 55.56293
## 2351 12 4.873374704 0.70523226 -2.2182503 63.82871
## 2352 12 0.178550499 0.70523226 -2.2182503 54.90050
## 2353 12 2.497332838 0.70523226 -2.2182503 52.06891
## 2354 12 0.500371841 0.70523226 -2.2182503 47.79921
## 2355 12 5.274129981 0.70523226 -2.2182503 57.25892
## 2356 12 -1.151013374 0.70523226 -2.2182503 59.43345
## 2357 12 -4.746354265 0.70523226 -2.2182503 46.83341
## 2358 12 0.773332857 0.70523226 -2.2182503 56.79887
## 2359 12 0.556097074 0.70523226 -2.2182503 48.83355
## 2360 12 -5.937528624 0.70523226 -2.2182503 44.64757
## 2361 12 -2.181269174 0.70523226 -2.2182503 43.18042
## 2362 12 2.624114045 0.70523226 -2.2182503 50.71448
## 2363 12 1.767620263 0.70523226 -2.2182503 59.79428
## 2364 12 1.378009026 0.70523226 -2.2182503 59.98222
## 2365 12 -4.719156664 0.70523226 -2.2182503 46.94608
## 2366 12 -5.044397321 0.70523226 -2.2182503 54.28535
## 2367 12 -2.545081513 0.70523226 -2.2182503 37.16502
## 2368 12 0.227511365 0.70523226 -2.2182503 54.74184
## 2369 12 0.024406249 0.70523226 -2.2182503 41.54476
## 2370 12 -2.124979802 0.70523226 -2.2182503 52.95151
## 2371 12 -0.267117366 0.70523226 -2.2182503 51.80914
## 2372 12 -0.346663378 -0.51661990 -2.2182503 43.94808
## 2373 12 -1.342081585 -0.51661990 -2.2182503 44.74156
## 2374 12 5.588840973 -0.51661990 -2.2182503 45.87660
## 2375 12 -1.726141764 -0.51661990 -2.2182503 47.83237
## 2376 12 2.613292749 -0.51661990 -2.2182503 53.16321
## 2377 12 0.532763708 -0.51661990 -2.2182503 54.18653
## 2378 12 3.374462610 -0.51661990 -2.2182503 44.64010
## 2379 12 1.584845498 -0.51661990 -2.2182503 70.39993
## 2380 12 -2.551466834 -0.51661990 -2.2182503 56.76312
## 2381 12 3.819089125 -0.51661990 -2.2182503 52.06055
## 2382 12 9.444150327 -0.51661990 -2.2182503 54.96736
## 2383 12 -3.318413719 -0.51661990 -2.2182503 48.71799
## 2384 12 0.639721170 -0.51661990 -2.2182503 42.38889
## 2385 12 -3.176065785 -0.51661990 -2.2182503 39.31601
## 2386 12 -1.444197015 -0.51661990 -2.2182503 35.35223
## 2387 12 0.917233380 0.84417159 -2.2182503 51.00300
## 2388 12 5.603523095 0.84417159 -2.2182503 55.10743
## 2389 12 -0.777608430 0.84417159 -2.2182503 59.14821
## 2390 12 -1.051560930 0.84417159 -2.2182503 50.92528
## 2391 12 -5.042507865 0.84417159 -2.2182503 44.28537
## 2392 12 -3.675430349 0.84417159 -2.2182503 60.27202
## 2393 12 -1.024479934 0.84417159 -2.2182503 40.51439
## 2394 12 -0.460378029 0.84417159 -2.2182503 35.71182
## 2395 12 3.112255410 0.84417159 -2.2182503 53.96618
## 2396 12 2.438434902 0.84417159 -2.2182503 50.64035
## 2397 12 1.335093113 0.84417159 -2.2182503 49.11211
## 2398 12 2.254424390 0.84417159 -2.2182503 57.26388
## 2399 12 -5.458074285 0.84417159 -2.2182503 46.63944
## 2400 12 -3.781445909 0.84417159 -2.2182503 50.75243
## 2401 12 -1.898217098 0.84417159 -2.2182503 51.25879
## 2402 12 1.548704971 0.84417159 -2.2182503 51.55788
## 2403 12 1.632646601 0.84417159 -2.2182503 65.69285
## 2404 12 2.017572241 0.84417159 -2.2182503 61.21634
## 2405 12 -1.971087868 0.84417159 -2.2182503 57.85583
## 2406 12 3.971124846 0.84417159 -2.2182503 39.14373
## 2407 12 3.227313872 0.84417159 -2.2182503 51.90493
## 2408 12 -0.021736159 0.84417159 -2.2182503 49.17734
## 2409 12 -2.665594671 0.84417159 -2.2182503 40.59343
## 2410 12 1.182837593 0.84417159 -2.2182503 46.99158
## 2411 12 1.842228291 0.84417159 -2.2182503 50.95092
## 2412 13 -1.542693307 1.70812771 0.3540733 47.08971
## 2413 13 -5.760716790 1.70812771 0.3540733 52.98347
## 2414 13 -4.490199955 1.70812771 0.3540733 62.23054
## 2415 13 -2.685019194 1.70812771 0.3540733 54.46723
## 2416 13 4.527356553 1.70812771 0.3540733 32.60448
## 2417 13 -1.547679398 1.70812771 0.3540733 61.89373
## 2418 13 -1.906315045 1.70812771 0.3540733 51.08866
## 2419 13 -3.408110794 1.70812771 0.3540733 60.47888
## 2420 13 -3.620661140 1.70812771 0.3540733 46.44085
## 2421 13 0.266798737 1.70812771 0.3540733 44.42484
## 2422 13 -3.334077537 1.70812771 0.3540733 40.62334
## 2423 13 -3.307429507 1.70812771 0.3540733 43.19542
## 2424 13 0.917086954 1.70812771 0.3540733 31.64731
## 2425 13 9.671845265 1.70812771 0.3540733 61.28018
## 2426 13 -2.781949027 1.70812771 0.3540733 64.03285
## 2427 13 1.353316807 1.70812771 0.3540733 59.33826
## 2428 13 -1.077730308 1.70812771 0.3540733 36.19811
## 2429 13 5.902384918 1.70812771 0.3540733 70.38374
## 2430 13 -2.028171345 1.70812771 0.3540733 33.08549
## 2431 13 -0.943680830 1.70812771 0.3540733 42.33296
## 2432 13 -4.832184461 1.70812771 0.3540733 51.18733
## 2433 13 -1.619576923 1.70812771 0.3540733 54.10135
## 2434 13 -2.630595027 1.70812771 0.3540733 60.09558
## 2435 13 4.889483128 0.97427748 0.3540733 47.10242
## 2436 13 -0.288199956 0.97427748 0.3540733 51.13523
## 2437 13 6.168322405 0.97427748 0.3540733 50.51308
## 2438 13 0.235437147 0.97427748 0.3540733 57.13654
## 2439 13 1.077614390 0.97427748 0.3540733 55.96568
## 2440 13 0.257633255 0.97427748 0.3540733 29.69054
## 2441 13 -5.732343641 0.97427748 0.3540733 48.79404
## 2442 13 -1.907893284 0.97427748 0.3540733 46.87341
## 2443 13 -3.213984073 0.97427748 0.3540733 67.90479
## 2444 13 4.109685605 0.97427748 0.3540733 51.62591
## 2445 13 1.670640161 0.97427748 0.3540733 46.71742
## 2446 13 1.632759719 0.97427748 0.3540733 48.91774
## 2447 13 -5.587348022 0.97427748 0.3540733 62.15438
## 2448 13 -3.519836720 0.97427748 0.3540733 48.57630
## 2449 13 -2.362133894 0.97427748 0.3540733 51.60196
## 2450 13 -5.125585540 0.97427748 0.3540733 50.01491
## 2451 13 2.475985954 0.97427748 0.3540733 39.48442
## 2452 13 -2.369996769 -0.71966080 0.3540733 47.54754
## 2453 13 -6.232267569 -0.71966080 0.3540733 50.82593
## 2454 13 1.786645270 -0.71966080 0.3540733 52.55832
## 2455 13 0.802895885 -0.71966080 0.3540733 43.40367
## 2456 13 2.007700276 -0.71966080 0.3540733 45.98160
## 2457 13 0.943752894 -0.71966080 0.3540733 52.44948
## 2458 13 5.469398710 -0.71966080 0.3540733 37.04756
## 2459 13 -0.288075307 -0.71966080 0.3540733 37.89428
## 2460 13 0.601841225 -0.71966080 0.3540733 46.05009
## 2461 13 -1.150290921 -0.71966080 0.3540733 52.22812
## 2462 13 -4.840868838 -0.71966080 0.3540733 50.45246
## 2463 13 5.997686358 -0.71966080 0.3540733 42.54525
## 2464 13 3.079920945 -0.71966080 0.3540733 40.83731
## 2465 13 -4.975666811 -0.71966080 0.3540733 41.76850
## 2466 13 1.306969914 -0.71966080 0.3540733 48.90415
## 2467 13 5.665026789 -0.71966080 0.3540733 37.16055
## 2468 13 -5.128525695 -0.71966080 0.3540733 54.39718
## 2469 13 -3.780085709 -0.71966080 0.3540733 53.54665
## 2470 13 -1.089128840 -0.71966080 0.3540733 36.69320
## 2471 13 -0.479598746 -0.71966080 0.3540733 53.95831
## 2472 13 -0.363467491 -0.71966080 0.3540733 49.37668
## 2473 13 -0.292539425 -0.71966080 0.3540733 63.37200
## 2474 13 -4.703794140 -0.96766509 0.3540733 53.83202
## 2475 13 2.553729684 -0.96766509 0.3540733 52.90105
## 2476 13 1.517073604 -0.96766509 0.3540733 46.75210
## 2477 13 -0.053402602 -0.96766509 0.3540733 53.94089
## 2478 13 -0.214630575 -0.96766509 0.3540733 51.01537
## 2479 13 0.978611486 -0.96766509 0.3540733 36.75313
## 2480 13 -1.164452106 -0.96766509 0.3540733 46.30099
## 2481 13 -2.396566006 -0.96766509 0.3540733 51.91177
## 2482 13 4.053500491 -0.96766509 0.3540733 52.33929
## 2483 13 0.469254962 -0.96766509 0.3540733 41.38227
## 2484 13 -2.761039567 -0.96766509 0.3540733 38.07499
## 2485 13 -0.263659880 -0.96766509 0.3540733 56.07008
## 2486 13 2.104280314 -0.96766509 0.3540733 49.44922
## 2487 13 0.627468346 -0.96766509 0.3540733 43.59996
## 2488 13 -1.493909086 -0.96766509 0.3540733 46.51594
## 2489 13 -3.254581556 -0.96766509 0.3540733 41.09405
## 2490 13 0.695328327 -0.96766509 0.3540733 52.70771
## 2491 13 2.694740942 -0.96766509 0.3540733 47.22932
## 2492 13 -3.566180362 -0.96766509 0.3540733 67.08508
## 2493 13 -3.348471866 -0.96766509 0.3540733 39.58297
## 2494 13 2.710594399 -0.96766509 0.3540733 44.10130
## 2495 13 1.086029452 -0.96766509 0.3540733 56.12965
## 2496 13 -5.478222350 -0.96766509 0.3540733 68.55417
## 2497 13 5.639213567 -0.96766509 0.3540733 54.40810
## 2498 13 -0.557130373 -0.96766509 0.3540733 67.88983
## 2499 13 -0.062029465 -1.82737608 0.3540733 49.30249
## 2500 13 -1.066839841 -1.82737608 0.3540733 53.17816
## 2501 13 -1.241475561 -1.82737608 0.3540733 41.74590
## 2502 13 -3.254062458 -1.82737608 0.3540733 71.49056
## 2503 13 -0.013869529 -1.82737608 0.3540733 48.77913
## 2504 13 4.816213398 -1.82737608 0.3540733 58.74488
## 2505 13 -1.746659920 -1.82737608 0.3540733 61.67003
## 2506 13 -1.655710866 -1.82737608 0.3540733 57.08485
## 2507 13 -3.035788156 -1.82737608 0.3540733 72.21298
## 2508 13 -1.171704438 -1.82737608 0.3540733 54.03908
## 2509 13 1.271214143 -1.82737608 0.3540733 52.14098
## 2510 13 0.743189723 -1.82737608 0.3540733 32.90278
## 2511 13 -0.469842455 -1.82737608 0.3540733 41.51781
## 2512 13 1.636991155 -1.82737608 0.3540733 48.59256
## 2513 13 -2.034351044 -1.82737608 0.3540733 51.99481
## 2514 13 -3.029775480 1.48110655 0.3540733 60.52253
## 2515 13 -6.964146681 1.48110655 0.3540733 47.04072
## 2516 13 -2.488574821 1.48110655 0.3540733 52.92181
## 2517 13 5.417818060 1.48110655 0.3540733 42.91430
## 2518 13 -2.432872371 1.48110655 0.3540733 48.82569
## 2519 13 -4.408354361 1.48110655 0.3540733 55.65903
## 2520 13 1.980722980 1.48110655 0.3540733 46.06454
## 2521 13 -0.733657251 1.48110655 0.3540733 63.27136
## 2522 13 -1.577714332 1.48110655 0.3540733 40.91169
## 2523 13 1.215785896 1.48110655 0.3540733 44.58786
## 2524 13 2.256315277 1.48110655 0.3540733 52.44780
## 2525 13 -4.211314080 1.48110655 0.3540733 59.98306
## 2526 13 7.224710260 1.48110655 0.3540733 46.57289
## 2527 13 -1.782983154 1.48110655 0.3540733 56.86049
## 2528 13 -0.895417981 1.48110655 0.3540733 53.66246
## 2529 13 3.082730657 1.48110655 0.3540733 54.95883
## 2530 13 -1.581950378 1.48110655 0.3540733 39.52352
## 2531 13 0.258538102 1.48110655 0.3540733 48.86598
## 2532 13 2.230587984 1.48110655 0.3540733 53.78796
## 2533 13 0.330408352 1.39971198 0.3540733 32.83971
## 2534 13 -1.602948040 1.39971198 0.3540733 50.87016
## 2535 13 -0.565098411 1.39971198 0.3540733 44.40026
## 2536 13 -1.127617791 1.39971198 0.3540733 47.61646
## 2537 13 4.002728812 1.39971198 0.3540733 42.96229
## 2538 13 2.484091585 1.39971198 0.3540733 42.13589
## 2539 13 2.073027707 1.39971198 0.3540733 47.94181
## 2540 13 0.249164038 1.39971198 0.3540733 40.68435
## 2541 13 -2.287113199 1.39971198 0.3540733 37.33102
## 2542 13 -0.815620329 1.39971198 0.3540733 44.61760
## 2543 13 1.241831923 1.39971198 0.3540733 33.37979
## 2544 13 -1.784038799 1.39971198 0.3540733 46.41386
## 2545 13 0.742145837 1.39971198 0.3540733 49.74112
## 2546 13 -3.784557878 1.39971198 0.3540733 65.61022
## 2547 13 -2.086082478 1.39971198 0.3540733 48.14554
## 2548 13 -1.801525002 -0.74655180 0.3540733 44.56445
## 2549 13 -1.244841402 -0.74655180 0.3540733 54.40512
## 2550 13 3.120743992 -0.74655180 0.3540733 36.43449
## 2551 13 3.548195822 -0.74655180 0.3540733 56.18952
## 2552 13 2.266205228 -0.74655180 0.3540733 58.05813
## 2553 13 3.476190224 -0.74655180 0.3540733 38.65560
## 2554 13 -1.005015966 -0.74655180 0.3540733 50.63409
## 2555 13 4.441563497 -0.74655180 0.3540733 43.36030
## 2556 13 3.292818073 -0.74655180 0.3540733 45.31660
## 2557 13 -3.392005398 -0.74655180 0.3540733 56.49083
## 2558 13 3.215011640 -0.74655180 0.3540733 47.88509
## 2559 13 1.198044595 -0.74655180 0.3540733 48.59515
## 2560 13 -4.580178275 -0.74655180 0.3540733 37.92568
## 2561 13 2.656873846 -0.74655180 0.3540733 34.67295
## 2562 13 -0.479806427 -0.74655180 0.3540733 51.23485
## 2563 13 -0.805225517 -0.74655180 0.3540733 51.57155
## 2564 13 -2.450986131 -0.74655180 0.3540733 54.57944
## 2565 13 0.640325432 -0.74655180 0.3540733 50.54484
## 2566 13 -5.382493839 -0.74655180 0.3540733 54.31123
## 2567 13 -0.117749513 -0.74655180 0.3540733 51.02566
## 2568 13 -1.693181591 -2.45995836 0.3540733 58.06260
## 2569 13 -1.270620223 -2.45995836 0.3540733 65.55233
## 2570 13 -1.006285040 -2.45995836 0.3540733 45.78464
## 2571 13 -5.280813598 -2.45995836 0.3540733 52.75747
## 2572 13 2.485642755 -2.45995836 0.3540733 58.03007
## 2573 13 0.087937214 -2.45995836 0.3540733 66.62615
## 2574 13 0.292977023 -2.45995836 0.3540733 42.91020
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## 2578 13 1.554256781 -2.45995836 0.3540733 47.90480
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## 2863 15 -6.490932752 -1.88797708 1.0215715 53.73489
## 2864 15 2.725866890 -1.88797708 1.0215715 53.46725
## 2865 15 1.913799416 -1.88797708 1.0215715 57.97035
## 2866 15 -2.747441760 -1.88797708 1.0215715 40.50941
## 2867 15 -8.870970265 -1.88797708 1.0215715 44.46973
## 2868 15 -2.014534077 -1.88797708 1.0215715 55.29629
## 2869 15 -0.010300066 -0.52456449 1.0215715 50.06868
## 2870 15 3.241282116 -0.52456449 1.0215715 46.28613
## 2871 15 -2.217203793 -0.52456449 1.0215715 58.26820
## 2872 15 3.059459157 -0.52456449 1.0215715 65.02865
## 2873 15 7.324373825 -0.52456449 1.0215715 48.53850
## 2874 15 -2.171197376 -0.52456449 1.0215715 48.85327
## 2875 15 0.204744606 -0.52456449 1.0215715 55.79914
## 2876 15 -0.386252732 -0.52456449 1.0215715 63.48019
## 2877 15 -5.607075800 -0.52456449 1.0215715 56.91326
## 2878 15 4.495068714 -0.52456449 1.0215715 56.28301
## 2879 15 -2.140216268 -0.52456449 1.0215715 50.66996
## 2880 15 -6.086723410 -0.52456449 1.0215715 67.65688
## 2881 15 1.888680037 -0.52456449 1.0215715 49.60775
## 2882 15 -1.375959792 -0.52456449 1.0215715 62.06017
## 2883 15 5.836652851 -0.52456449 1.0215715 45.87528
## 2884 15 -2.224361460 -0.52456449 1.0215715 49.93843
## 2885 15 0.522202321 -0.52456449 1.0215715 55.40118
## 2886 15 -1.295603457 -0.52456449 1.0215715 51.50987
## 2887 15 -4.063951733 -0.52456449 1.0215715 55.89915
## 2888 15 4.442382301 -0.52456449 1.0215715 47.16659
## 2889 15 1.545470635 -1.95811449 1.0215715 69.62996
## 2890 15 1.790182266 -1.95811449 1.0215715 42.49772
## 2891 15 5.755361778 -1.95811449 1.0215715 43.37275
## 2892 15 1.023152915 -1.95811449 1.0215715 49.89614
## 2893 15 -3.339094627 -1.95811449 1.0215715 58.64878
## 2894 15 -0.191700368 -1.95811449 1.0215715 59.14522
## 2895 15 -2.325126257 -1.95811449 1.0215715 48.10398
## 2896 15 4.317599977 -1.95811449 1.0215715 56.44163
## 2897 15 0.580681267 -1.95811449 1.0215715 56.03277
## 2898 15 1.833703617 -1.95811449 1.0215715 47.46143
## 2899 15 -5.642096457 -1.95811449 1.0215715 46.46200
## 2900 15 2.422497382 -1.95811449 1.0215715 59.53466
## 2901 15 -1.985827184 -1.95811449 1.0215715 48.85473
## 2902 15 0.149409795 -1.95811449 1.0215715 63.01747
## 2903 15 5.396370881 -1.95811449 1.0215715 41.13512
## 2904 15 -3.484690709 -1.95811449 1.0215715 46.20180
## 2905 15 -2.257583576 -1.95811449 1.0215715 52.49971
## 2906 15 4.308286622 -1.95811449 1.0215715 51.75630
## 2907 15 -0.543015651 -1.39553530 1.0215715 43.50509
## 2908 15 0.212414288 -1.39553530 1.0215715 47.18979
## 2909 15 -3.713790753 -1.39553530 1.0215715 42.66602
## 2910 15 -2.979427314 -1.39553530 1.0215715 48.24560
## 2911 15 -2.338676351 -1.39553530 1.0215715 47.58234
## 2912 15 2.048279246 -1.39553530 1.0215715 46.33249
## 2913 15 -4.386602608 -1.39553530 1.0215715 41.01432
## 2914 15 1.643966588 -1.39553530 1.0215715 54.01535
## 2915 15 -2.861377394 -1.39553530 1.0215715 62.73366
## 2916 15 1.174242986 -1.39553530 1.0215715 40.93349
## 2917 15 1.628596909 -1.39553530 1.0215715 56.43238
## 2918 15 -6.231544046 -1.39553530 1.0215715 61.78600
## 2919 15 -2.925860985 -1.39553530 1.0215715 54.94887
## 2920 15 -5.718783187 -1.39553530 1.0215715 40.78277
## 2921 15 1.206670831 -1.39553530 1.0215715 40.71777
## 2922 15 2.997871849 -1.39553530 1.0215715 57.15771
## 2923 15 -7.768133410 -1.39553530 1.0215715 53.95314
## 2924 15 0.344849193 -1.39553530 1.0215715 52.63519
## 2925 15 -0.157550407 -1.39553530 1.0215715 43.16710
## 2926 15 -2.177017775 -1.39553530 1.0215715 62.21450
## 2927 15 -3.306158349 -1.34626697 1.0215715 48.26649
## 2928 15 0.908023464 -1.34626697 1.0215715 59.75055
## 2929 15 1.908431642 -1.34626697 1.0215715 55.39772
## 2930 15 -1.485688777 -1.34626697 1.0215715 57.32989
## 2931 15 3.800738532 -1.34626697 1.0215715 42.83301
## 2932 15 1.346340231 -1.34626697 1.0215715 37.29657
## 2933 15 -3.425009062 -1.34626697 1.0215715 60.02089
## 2934 15 -1.379077647 -1.34626697 1.0215715 36.03069
## 2935 15 3.431602077 -1.34626697 1.0215715 51.84829
## 2936 15 -1.766781240 -1.34626697 1.0215715 59.91633
## 2937 15 2.985717021 -1.34626697 1.0215715 46.93755
## 2938 15 3.046623995 -1.34626697 1.0215715 59.49379
## 2939 15 1.815262374 -1.34626697 1.0215715 75.04408
## 2940 15 -2.145475137 -1.34626697 1.0215715 55.94457
## 2941 15 -5.395092292 -1.34626697 1.0215715 28.55278
## 2942 15 6.445962360 -1.34626697 1.0215715 52.43287
## 2943 15 1.340382478 -1.34626697 1.0215715 48.44950
## 2944 15 0.700021437 -1.34626697 1.0215715 57.00901
## 2945 15 -6.610509623 -1.34626697 1.0215715 57.28253
## 2946 15 -2.001747845 -1.34626697 1.0215715 56.80888
## 2947 15 0.421093956 -1.34626697 1.0215715 50.02585
## 2948 15 -1.295979832 -1.34626697 1.0215715 52.92632
## 2949 15 -5.875479816 -1.34626697 1.0215715 49.29039
## 2950 15 -1.019769352 -0.92772123 1.0215715 69.04207
## 2951 15 2.409433714 -0.92772123 1.0215715 49.33247
## 2952 15 0.780307374 -0.92772123 1.0215715 48.08311
## 2953 15 -0.967863289 -0.92772123 1.0215715 58.46507
## 2954 15 -1.553710041 -0.92772123 1.0215715 53.62427
## 2955 15 0.249181047 -0.92772123 1.0215715 56.27602
## 2956 15 5.241270195 -0.92772123 1.0215715 35.07769
## 2957 15 -1.407299356 -0.92772123 1.0215715 42.53950
## 2958 15 -6.226509070 -0.92772123 1.0215715 45.18560
## 2959 15 -0.113006268 -0.92772123 1.0215715 52.64736
## 2960 15 -0.851134449 -0.92772123 1.0215715 35.47326
## 2961 15 2.656046457 -0.92772123 1.0215715 53.31672
## 2962 15 2.761122252 -0.92772123 1.0215715 55.74134
## 2963 15 2.642516478 -0.92772123 1.0215715 49.38272
## 2964 15 -4.883412269 -0.92772123 1.0215715 57.70001
## 2965 15 3.180255929 -0.92772123 1.0215715 37.28339
## 2966 15 -1.982863214 -0.92772123 1.0215715 47.73848
## 2967 15 -2.230199373 0.26935275 1.0215715 61.75717
## 2968 15 -3.347591914 0.26935275 1.0215715 35.47131
## 2969 15 -2.744557904 0.26935275 1.0215715 34.57799
## 2970 15 -1.261516910 0.26935275 1.0215715 61.77754
## 2971 15 4.743158071 0.26935275 1.0215715 55.46117
## 2972 15 -1.156148468 0.26935275 1.0215715 45.38881
## 2973 15 -2.750521982 0.26935275 1.0215715 49.81239
## 2974 15 6.388490909 0.26935275 1.0215715 55.78059
## 2975 15 1.995912704 0.26935275 1.0215715 54.74256
## 2976 15 4.386484888 0.26935275 1.0215715 63.10941
## 2977 15 -0.207848565 0.26935275 1.0215715 55.13619
## 2978 15 1.452834110 0.26935275 1.0215715 51.76000
## 2979 15 5.072921068 0.26935275 1.0215715 46.62280
## 2980 15 1.818461055 0.26935275 1.0215715 52.49300
## 2981 15 1.905221676 0.26935275 1.0215715 57.85940
## 2982 15 0.893184666 0.26935275 1.0215715 49.99139
## 2983 15 -4.741565526 0.26935275 1.0215715 42.06705
## 2984 15 0.489851197 0.26935275 1.0215715 38.57179
## 2985 15 1.660694687 0.26935275 1.0215715 47.75489
## 2986 15 1.208166971 0.26935275 1.0215715 45.53837
## 2987 15 -0.064829282 0.26935275 1.0215715 55.97192
## 2988 15 -5.896288457 0.58329534 1.0215715 59.01244
## 2989 15 2.817307322 0.58329534 1.0215715 47.44350
## 2990 15 -0.707203148 0.58329534 1.0215715 46.89725
## 2991 15 -0.529520780 0.58329534 1.0215715 60.90141
## 2992 15 -3.042678586 0.58329534 1.0215715 67.15391
## 2993 15 -2.613058917 0.58329534 1.0215715 43.93649
## 2994 15 -4.909966001 0.58329534 1.0215715 48.92444
## 2995 15 2.040399948 0.58329534 1.0215715 47.13810
## 2996 15 6.182754372 0.58329534 1.0215715 43.45061
## 2997 15 -0.662034134 0.58329534 1.0215715 53.10452
## 2998 15 -0.914054128 0.58329534 1.0215715 53.87055
## 2999 15 1.036425810 0.58329534 1.0215715 53.11693
## 3000 15 -1.297682049 0.58329534 1.0215715 44.70526
## 3001 15 -4.583469533 0.58329534 1.0215715 34.60224
## 3002 15 -5.046021508 0.58329534 1.0215715 52.34186
## 3003 15 -1.049732525 0.58329534 1.0215715 54.93287
## random_effects achievement
## 1 -3.74957412 50.04848
## 2 -3.74957412 49.72207
## 3 -3.74957412 41.01320
## 4 -3.74957412 63.07518
## 5 -3.74957412 54.63579
## 6 -3.74957412 50.12647
## 7 -3.74957412 47.54628
## 8 -3.74957412 44.11048
## 9 -3.74957412 27.36725
## 10 -3.74957412 43.57935
## 11 -3.74957412 55.30920
## 12 -3.74957412 37.35132
## 13 -3.74957412 51.26081
## 14 -3.74957412 55.82631
## 15 -3.74957412 56.90604
## 16 -3.74957412 54.09984
## 17 -3.74957412 42.81531
## 18 -3.74957412 58.21188
## 19 -3.74957412 60.34291
## 20 -0.76182921 52.97043
## 21 -0.76182921 63.91467
## 22 -0.76182921 60.27914
## 23 -0.76182921 35.00232
## 24 -0.76182921 37.41224
## 25 -0.76182921 52.56555
## 26 -0.76182921 50.08754
## 27 -0.76182921 59.96424
## 28 -0.76182921 34.35223
## 29 -0.76182921 55.85172
## 30 -0.76182921 54.68206
## 31 -0.76182921 53.57766
## 32 -0.76182921 46.17725
## 33 -0.76182921 45.02876
## 34 -0.76182921 44.20501
## 35 -0.76182921 48.78156
## 36 -0.76182921 45.17378
## 37 -0.76182921 66.76694
## 38 -0.76182921 42.55013
## 39 -0.76182921 52.86030
## 40 -0.76182921 54.65328
## 41 1.11142406 57.42773
## 42 1.11142406 31.63669
## 43 1.11142406 45.04700
## 44 1.11142406 62.39051
## 45 1.11142406 44.99480
## 46 1.11142406 48.39275
## 47 1.11142406 42.17102
## 48 1.11142406 44.26984
## 49 1.11142406 43.71081
## 50 1.11142406 49.67691
## 51 1.11142406 60.62243
## 52 1.11142406 46.07264
## 53 1.11142406 55.34520
## 54 1.11142406 35.00115
## 55 1.11142406 53.11889
## 56 1.11142406 54.14175
## 57 1.11142406 39.26787
## 58 1.11142406 40.20576
## 59 1.11142406 57.05113
## 60 1.82902700 44.13370
## 61 1.82902700 37.66733
## 62 1.82902700 53.61046
## 63 1.82902700 41.10243
## 64 1.82902700 56.80120
## 65 1.82902700 74.09274
## 66 1.82902700 42.45140
## 67 1.82902700 36.22903
## 68 1.82902700 61.63269
## 69 1.82902700 39.49037
## 70 1.82902700 54.62287
## 71 1.82902700 60.94810
## 72 1.82902700 46.70383
## 73 1.82902700 62.58438
## 74 1.82902700 72.25551
## 75 1.82902700 64.29757
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## 77 1.82902700 42.50458
## 78 -1.72341000 38.65544
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## 80 -1.72341000 38.46154
## 81 -1.72341000 30.75789
## 82 -1.72341000 41.45644
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## 84 -1.72341000 55.42727
## 85 -1.72341000 53.19116
## 86 -1.72341000 43.17668
## 87 -1.72341000 37.65532
## 88 -1.72341000 40.96166
## 89 -1.72341000 48.19157
## 90 -1.72341000 51.77664
## 91 -1.72341000 49.47181
## 92 -1.72341000 50.76813
## 93 -1.98975791 40.70417
## 94 -1.98975791 30.22923
## 95 -1.98975791 55.89532
## 96 -1.98975791 52.43965
## 97 -1.98975791 47.62006
## 98 -1.98975791 41.47371
## 99 -1.98975791 59.16573
## 100 -1.98975791 50.41774
## 101 -1.98975791 42.21143
## 102 -1.98975791 49.81538
## 103 -1.98975791 50.33757
## 104 -1.98975791 44.14283
## 105 -1.98975791 40.45537
## 106 -1.98975791 51.08454
## 107 -1.98975791 29.40834
## 108 -1.98975791 44.19105
## 109 -1.98975791 43.00365
## 110 1.94122216 62.40646
## 111 1.94122216 62.13814
## 112 1.94122216 56.56239
## 113 1.94122216 60.41017
## 114 1.94122216 54.98598
## 115 1.94122216 56.49606
## 116 1.94122216 42.96152
## 117 1.94122216 57.24885
## 118 1.94122216 62.43135
## 119 1.94122216 39.56750
## 120 1.94122216 51.90097
## 121 1.94122216 59.15673
## 122 1.94122216 50.32689
## 123 1.94122216 52.49859
## 124 1.94122216 50.57551
## 125 1.94122216 52.10905
## 126 1.94122216 61.44657
## 127 1.94122216 59.14173
## 128 1.94122216 52.97881
## 129 1.94122216 56.67766
## 130 1.35567748 53.51276
## 131 1.35567748 56.51752
## 132 1.35567748 68.76852
## 133 1.35567748 47.84176
## 134 1.35567748 50.54396
## 135 1.35567748 54.77767
## 136 1.35567748 29.66648
## 137 1.35567748 49.03460
## 138 1.35567748 45.95589
## 139 1.35567748 60.91288
## 140 1.35567748 61.26412
## 141 1.35567748 52.68861
## 142 1.35567748 53.30501
## 143 1.35567748 62.30162
## 144 1.35567748 51.44764
## 145 1.35567748 60.54584
## 146 1.35567748 64.64892
## 147 1.35567748 53.62285
## 148 1.35567748 42.15283
## 149 1.35567748 50.30318
## 150 1.35567748 32.01037
## 151 1.35567748 53.26536
## 152 0.67510472 57.43879
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## 165 0.67510472 45.99377
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## 172 -2.03983673 58.66334
## 173 -2.03983673 52.35530
## 174 -2.03983673 65.24873
## 175 -2.03983673 34.32845
## 176 -2.03983673 50.46603
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## 178 -2.03983673 38.31629
## 179 -2.03983673 53.95505
## 180 -2.03983673 45.41264
## 181 -2.03983673 50.70765
## 182 -2.03983673 55.57747
## 183 -2.03983673 47.79413
## 184 -2.03983673 48.40758
## 185 -2.03983673 42.32671
## 186 -2.03983673 54.04349
## 187 -2.03983673 33.34172
## 188 -2.03983673 44.94287
## 189 -2.03983673 52.65904
## 190 -2.03983673 51.57902
## 191 -2.03983673 40.18205
## 192 -2.03983673 48.07942
## 193 -2.03983673 37.35069
## 194 -2.03983673 44.12557
## 195 -2.03983673 46.11329
## 196 -2.03983673 36.23802
## 197 -0.82315661 70.56181
## 198 -0.82315661 63.66532
## 199 -0.82315661 52.47250
## 200 -0.82315661 66.40567
## 201 -0.82315661 65.72359
## 202 -0.82315661 38.30206
## 203 -0.82315661 58.46548
## 204 -0.82315661 48.11290
## 205 -0.82315661 44.85691
## 206 -0.82315661 57.86188
## 207 -0.82315661 39.64685
## 208 -0.82315661 48.90361
## 209 -0.82315661 56.32226
## 210 -0.82315661 55.65398
## 211 -0.82315661 66.28051
## 212 -0.82315661 53.47484
## 213 -0.82315661 66.26237
## 214 -0.82315661 41.38666
## 215 -0.82315661 49.88448
## 216 -0.82315661 53.21391
## 217 3.37305992 72.40795
## 218 3.37305992 47.11526
## 219 3.37305992 54.01504
## 220 3.37305992 72.83978
## 221 3.37305992 44.66363
## 222 3.37305992 79.13467
## 223 3.37305992 59.28533
## 224 3.37305992 68.70687
## 225 3.37305992 41.73061
## 226 3.37305992 53.74420
## 227 3.37305992 42.79984
## 228 3.37305992 57.54335
## 229 3.37305992 55.79475
## 230 3.37305992 56.23271
## 231 3.37305992 43.57175
## 232 3.37305992 53.97471
## 233 3.37305992 41.46584
## 234 3.37305992 61.67335
## 235 3.37305992 52.67223
## 236 3.37305992 52.31987
## 237 0.88540449 34.67938
## 238 0.88540449 48.41631
## 239 0.88540449 49.47519
## 240 0.88540449 59.31899
## 241 0.88540449 67.82386
## 242 0.88540449 51.55554
## 243 0.88540449 62.06928
## 244 0.88540449 44.63906
## 245 0.88540449 44.73517
## 246 0.88540449 63.65397
## 247 0.88540449 63.03447
## 248 0.88540449 61.68168
## 249 0.88540449 51.85119
## 250 0.88540449 45.26685
## 251 0.88540449 79.31875
## 252 0.88540449 40.10603
## 253 0.88540449 47.68482
## 254 0.88540449 52.52224
## 255 0.88540449 48.96409
## 256 0.88540449 45.21916
## 257 0.88540449 54.04160
## 258 0.88540449 50.20489
## 259 0.88540449 53.90213
## 260 0.88540449 64.59745
## 261 3.31256987 47.96762
## 262 3.31256987 57.00328
## 263 3.31256987 66.62513
## 264 3.31256987 64.53012
## 265 3.31256987 40.94037
## 266 3.31256987 52.31651
## 267 3.31256987 45.97231
## 268 3.31256987 48.97767
## 269 3.31256987 55.22086
## 270 3.31256987 68.64822
## 271 3.31256987 58.77248
## 272 3.31256987 58.33948
## 273 3.31256987 44.47295
## 274 3.31256987 73.61577
## 275 3.31256987 47.00396
## 276 3.31256987 60.65466
## 277 3.31256987 47.27676
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## 279 3.31256987 60.18193
## 280 -0.05728284 48.05577
## 281 -0.05728284 51.23518
## 282 -0.05728284 47.36114
## 283 -0.05728284 53.74711
## 284 -0.05728284 50.71547
## 285 -0.05728284 50.59127
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## 287 -0.05728284 57.74289
## 288 -0.05728284 70.49734
## 289 -0.05728284 44.54965
## 290 -0.05728284 48.89238
## 291 -0.05728284 37.95761
## 292 -0.05728284 56.41886
## 293 -0.05728284 50.96544
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## 295 -0.05728284 63.99560
## 296 -0.05728284 52.06781
## 297 -0.05728284 72.01699
## 298 -0.05728284 59.75355
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## 1950 4.29402324 45.86771
## 1951 4.29402324 73.91058
## 1952 -0.41979576 47.81703
## 1953 -0.41979576 55.31254
## 1954 -0.41979576 71.21656
## 1955 -0.41979576 60.67933
## 1956 -0.41979576 50.66812
## 1957 -0.41979576 48.58525
## 1958 -0.41979576 54.47078
## 1959 -0.41979576 67.05429
## 1960 -0.41979576 60.53799
## 1961 -0.41979576 42.54844
## 1962 -0.41979576 58.44179
## 1963 -0.41979576 56.07003
## 1964 -0.41979576 54.14729
## 1965 -0.41979576 53.46924
## 1966 -0.41979576 58.02575
## 1967 -0.41979576 59.49670
## 1968 -0.41979576 40.31472
## 1969 -0.41979576 48.42290
## 1970 5.36698003 57.57801
## 1971 5.36698003 59.36278
## 1972 5.36698003 60.37273
## 1973 5.36698003 59.74594
## 1974 5.36698003 52.14436
## 1975 5.36698003 46.85449
## 1976 5.36698003 53.79678
## 1977 5.36698003 61.34179
## 1978 5.36698003 45.08669
## 1979 5.36698003 61.82584
## 1980 5.36698003 60.52515
## 1981 5.36698003 49.05869
## 1982 5.36698003 51.94498
## 1983 5.36698003 46.89294
## 1984 5.36698003 71.47458
## 1985 5.36698003 52.50153
## 1986 5.36698003 49.01770
## 1987 5.36698003 69.19791
## 1988 5.36698003 64.27260
## 1989 5.36698003 70.69731
## 1990 5.36698003 61.00081
## 1991 5.36698003 60.87806
## 1992 5.36698003 65.80458
## 1993 5.36698003 51.43677
## 1994 5.36698003 52.88481
## 1995 3.02400128 55.42844
## 1996 3.02400128 58.20010
## 1997 3.02400128 69.17540
## 1998 3.02400128 65.05207
## 1999 3.02400128 63.74968
## 2000 3.02400128 67.93713
## 2001 3.02400128 59.03475
## 2002 3.02400128 65.83493
## 2003 3.02400128 60.98052
## 2004 3.02400128 32.65326
## 2005 3.02400128 52.85830
## 2006 3.02400128 43.75924
## 2007 3.02400128 45.23187
## 2008 3.02400128 57.28497
## 2009 3.02400128 38.46358
## 2010 3.02400128 58.71536
## 2011 3.02400128 49.36519
## 2012 3.02400128 56.96667
## 2013 3.02400128 63.71280
## 2014 3.02400128 44.09825
## 2015 3.02400128 57.82072
## 2016 3.02400128 54.99717
## 2017 1.26828438 50.92941
## 2018 1.26828438 52.22016
## 2019 1.26828438 49.80043
## 2020 1.26828438 51.18268
## 2021 1.26828438 73.53522
## 2022 1.26828438 42.75765
## 2023 1.26828438 53.13154
## 2024 1.26828438 47.32530
## 2025 1.26828438 51.11368
## 2026 1.26828438 44.52782
## 2027 1.26828438 61.00204
## 2028 1.26828438 49.66172
## 2029 1.26828438 47.03780
## 2030 1.26828438 64.17755
## 2031 1.26828438 68.86075
## 2032 1.26828438 49.94645
## 2033 1.26828438 49.08834
## 2034 1.26828438 43.08981
## 2035 1.26828438 77.21682
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level1_samp <- sample(15:25, size = 150, replace = TRUE)
sim_arguments <- list(
formula = achievement ~ 1 + motivation + trt + age + ses + (1 | classroom) + (1 | district),
fixed = list(
motivation = list(var_type = 'continuous',
mean = 0, sd = 20)
),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 10),
reg_weights = c(50, 0.4, 1.2, 0.1, 0.25),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
propensity = list(
formula = trt ~ 1 + age + ses + (1 | classroom) + (1 | district),
fixed = list(age = list(var_type = 'ordinal',
levels = -7:7),
ses = list(var_type = 'continuous',
mean = 0, sd = 5,
var_level = 2)),
sample_size = list(level1 = level1_samp, level2 = 10, level3 = 15),
error = list(variance = 5),
randomeffect = list(int_classroom = list(variance = 5, var_level = 2),
int_district = list(variance = 2, var_level = 3)),
reg_weights = c(2, 0.3, -0.5),
outcome_type = 'binary',
outcome_level = 3
)
)
simulate_fixed(data = NULL, sim_args = sim_arguments) |>
simulate_error(sim_args = sim_arguments) |>
simulate_randomeffect(sim_args = sim_arguments) |>
generate_response(sim_arguments)## New names:
## New names:
## • `X.Intercept.` -> `X.Intercept....1`
## • `X.Intercept.` -> `X.Intercept....2`## X.Intercept. motivation trt age ses level1_id classroom
## 1 1 18.724547081 1 7 2.52655418 1 1
## 2 1 -32.255534839 1 0 2.52655418 2 1
## 3 1 -2.968012043 1 -3 2.52655418 3 1
## 4 1 11.672647993 1 5 2.52655418 4 1
## 5 1 -5.053919203 1 -3 2.52655418 5 1
## 6 1 -4.736597243 1 1 2.52655418 6 1
## 7 1 11.823465948 1 -1 2.52655418 7 1
## 8 1 -0.544914766 1 -4 2.52655418 8 1
## 9 1 15.001550414 1 -7 2.52655418 9 1
## 10 1 -5.972137524 1 -7 2.52655418 10 1
## 11 1 11.876529735 1 0 2.52655418 11 1
## 12 1 -14.127771143 1 -3 2.52655418 12 1
## 13 1 -26.463744856 1 -6 2.52655418 13 1
## 14 1 29.982782814 1 -3 2.52655418 14 1
## 15 1 -0.648713819 1 1 2.52655418 15 1
## 16 1 -8.620544773 1 0 2.52655418 16 1
## 17 1 -41.585428554 1 -5 2.52655418 17 1
## 18 1 17.783164486 1 -5 -3.64625652 1 2
## 19 1 -34.887580114 1 -3 -3.64625652 2 2
## 20 1 6.740170169 1 1 -3.64625652 3 2
## 21 1 -33.883743105 1 3 -3.64625652 4 2
## 22 1 27.898308309 1 -5 -3.64625652 5 2
## 23 1 31.025383701 1 2 -3.64625652 6 2
## 24 1 -30.770343640 1 6 -3.64625652 7 2
## 25 1 -4.628578986 1 -6 -3.64625652 8 2
## 26 1 17.675379159 1 2 -3.64625652 9 2
## 27 1 -3.962830082 1 3 -3.64625652 10 2
## 28 1 -5.416611535 1 -4 -3.64625652 11 2
## 29 1 -2.818078310 1 1 -3.64625652 12 2
## 30 1 18.665054404 1 1 -3.64625652 13 2
## 31 1 -6.796870664 1 -4 -3.64625652 14 2
## 32 1 32.576062019 1 -5 -3.64625652 15 2
## 33 1 -21.867271884 1 -5 -3.64625652 16 2
## 34 1 -3.230807454 1 5 -3.64625652 17 2
## 35 1 3.812232258 1 5 -3.64625652 18 2
## 36 1 -1.060437695 1 4 -3.64625652 19 2
## 37 1 -4.615777154 1 -5 -3.64625652 20 2
## 38 1 0.258083459 1 4 -3.64625652 21 2
## 39 1 13.018023033 1 3 -3.64625652 22 2
## 40 1 24.020659449 1 6 -3.64625652 23 2
## 41 1 13.354557160 1 3 -3.64625652 24 2
## 42 1 -14.129289101 1 2 -3.64625652 25 2
## 43 1 17.506031527 1 3 3.18674674 1 3
## 44 1 -22.031892548 1 3 3.18674674 2 3
## 45 1 -15.294946183 1 7 3.18674674 3 3
## 46 1 12.685229120 1 -2 3.18674674 4 3
## 47 1 -15.771941082 1 -6 3.18674674 5 3
## 48 1 -2.943403304 1 5 3.18674674 6 3
## 49 1 23.956714976 1 5 3.18674674 7 3
## 50 1 5.116738512 1 7 3.18674674 8 3
## 51 1 26.635153934 1 4 3.18674674 9 3
## 52 1 -13.966494096 1 -6 3.18674674 10 3
## 53 1 24.128470544 1 -6 3.18674674 11 3
## 54 1 -16.209228821 1 0 3.18674674 12 3
## 55 1 15.915949104 1 4 3.18674674 13 3
## 56 1 35.924256935 1 -6 3.18674674 14 3
## 57 1 25.634350760 1 -2 3.18674674 15 3
## 58 1 -18.959393353 1 0 3.18674674 16 3
## 59 1 -29.084099060 1 -3 3.18674674 17 3
## 60 1 -3.072284968 1 -7 3.18674674 18 3
## 61 1 -17.086439861 1 3 3.18674674 19 3
## 62 1 25.650546882 1 7 3.18674674 20 3
## 63 1 6.698804188 1 6 3.18674674 21 3
## 64 1 24.730306679 1 -6 6.29719450 1 4
## 65 1 20.715203681 1 -5 6.29719450 2 4
## 66 1 -10.029845400 1 7 6.29719450 3 4
## 67 1 0.296291712 1 1 6.29719450 4 4
## 68 1 -2.092042849 1 -4 6.29719450 5 4
## 69 1 -7.166539087 1 3 6.29719450 6 4
## 70 1 44.718365235 1 0 6.29719450 7 4
## 71 1 3.295411359 1 4 6.29719450 8 4
## 72 1 40.742785249 1 0 6.29719450 9 4
## 73 1 14.605531776 1 1 6.29719450 10 4
## 74 1 2.443279874 1 0 6.29719450 11 4
## 75 1 24.532013649 1 2 6.29719450 12 4
## 76 1 -12.675226976 1 6 6.29719450 13 4
## 77 1 36.383517461 1 -5 6.29719450 14 4
## 78 1 -15.192159789 1 -1 6.29719450 15 4
## 79 1 18.627084935 1 1 6.29719450 16 4
## 80 1 25.743075833 1 1 6.29719450 17 4
## 81 1 6.013396393 1 -6 -3.21988995 1 5
## 82 1 24.999975308 1 2 -3.21988995 2 5
## 83 1 -20.599454810 1 -6 -3.21988995 3 5
## 84 1 31.903332025 1 -7 -3.21988995 4 5
## 85 1 51.964585768 1 7 -3.21988995 5 5
## 86 1 42.735787915 1 -2 -3.21988995 6 5
## 87 1 -20.253399756 1 -4 -3.21988995 7 5
## 88 1 -31.657900853 1 -6 -3.21988995 8 5
## 89 1 19.588575373 1 4 -3.21988995 9 5
## 90 1 24.775280696 1 -6 -3.21988995 10 5
## 91 1 -20.357682163 1 0 -3.21988995 11 5
## 92 1 -2.838637840 1 -6 -3.21988995 12 5
## 93 1 -25.666244022 1 -2 -3.21988995 13 5
## 94 1 -12.845130258 1 5 -3.21988995 14 5
## 95 1 6.527337998 1 7 -3.21988995 15 5
## 96 1 13.349008375 1 3 -3.21988995 16 5
## 97 1 51.613029870 1 -7 -3.21988995 17 5
## 98 1 -23.193509518 1 -5 -3.21988995 18 5
## 99 1 -39.102803413 1 -3 -3.21988995 19 5
## 100 1 19.775433424 1 0 -3.21988995 20 5
## 101 1 20.845916116 1 -1 -3.21988995 21 5
## 102 1 2.138835756 1 -1 -3.21988995 22 5
## 103 1 17.063882662 1 3 0.65172813 1 6
## 104 1 -15.420680160 1 6 0.65172813 2 6
## 105 1 -10.203762848 1 -4 0.65172813 3 6
## 106 1 -0.976310365 1 0 0.65172813 4 6
## 107 1 -7.934026781 1 -6 0.65172813 5 6
## 108 1 -24.859850130 1 1 0.65172813 6 6
## 109 1 -2.160498177 1 -6 0.65172813 7 6
## 110 1 -0.011549504 1 3 0.65172813 8 6
## 111 1 -1.331216657 1 -4 0.65172813 9 6
## 112 1 -23.154316914 1 6 0.65172813 10 6
## 113 1 -6.424225823 1 -7 0.65172813 11 6
## 114 1 14.541299876 1 -7 0.65172813 12 6
## 115 1 1.778560285 1 5 0.65172813 13 6
## 116 1 -19.600422534 1 2 0.65172813 14 6
## 117 1 7.109805101 1 -6 0.65172813 15 6
## 118 1 -10.704884684 1 3 0.29606265 1 7
## 119 1 22.836305214 1 1 0.29606265 2 7
## 120 1 -26.201512392 1 0 0.29606265 3 7
## 121 1 -4.911486445 1 2 0.29606265 4 7
## 122 1 13.354732005 1 -1 0.29606265 5 7
## 123 1 2.029828916 1 -7 0.29606265 6 7
## 124 1 -3.024072320 1 6 0.29606265 7 7
## 125 1 34.105419916 1 -7 0.29606265 8 7
## 126 1 -5.428684714 1 5 0.29606265 9 7
## 127 1 44.489226204 1 7 0.29606265 10 7
## 128 1 -39.319490395 1 4 0.29606265 11 7
## 129 1 -1.323541498 1 -5 0.29606265 12 7
## 130 1 9.538057057 1 -2 0.29606265 13 7
## 131 1 -13.728988471 1 -3 0.29606265 14 7
## 132 1 -3.536009040 1 7 0.29606265 15 7
## 133 1 2.146937779 1 -1 0.29606265 16 7
## 134 1 29.455120907 1 -1 0.29606265 17 7
## 135 1 11.221399572 1 -4 0.29606265 18 7
## 136 1 17.566733374 1 4 0.29606265 19 7
## 137 1 -10.813078947 1 4 1.95339876 1 8
## 138 1 -16.057151297 1 1 1.95339876 2 8
## 139 1 8.949097243 1 3 1.95339876 3 8
## 140 1 -3.416984293 1 -4 1.95339876 4 8
## 141 1 13.295303497 1 3 1.95339876 5 8
## 142 1 -9.598125946 1 -3 1.95339876 6 8
## 143 1 12.174352119 1 6 1.95339876 7 8
## 144 1 -5.142014073 1 -7 1.95339876 8 8
## 145 1 23.466100034 1 7 1.95339876 9 8
## 146 1 5.771168051 1 -5 1.95339876 10 8
## 147 1 -1.468787424 1 -2 1.95339876 11 8
## 148 1 -26.358372080 1 4 1.95339876 12 8
## 149 1 -18.388768190 1 7 1.95339876 13 8
## 150 1 9.192024076 1 5 1.95339876 14 8
## 151 1 -20.617768536 1 -7 1.95339876 15 8
## 152 1 3.840275551 1 3 1.95339876 16 8
## 153 1 -32.573957282 1 -6 -1.49067242 1 9
## 154 1 25.377382402 1 2 -1.49067242 2 9
## 155 1 14.775094219 1 0 -1.49067242 3 9
## 156 1 -8.041538043 1 -6 -1.49067242 4 9
## 157 1 13.041652744 1 -3 -1.49067242 5 9
## 158 1 8.821176499 1 1 -1.49067242 6 9
## 159 1 3.543079677 1 2 -1.49067242 7 9
## 160 1 -24.962783060 1 5 -1.49067242 8 9
## 161 1 -1.488003621 1 7 -1.49067242 9 9
## 162 1 20.036565854 1 5 -1.49067242 10 9
## 163 1 -16.740894981 1 2 -1.49067242 11 9
## 164 1 2.013326743 1 7 -1.49067242 12 9
## 165 1 5.558309751 1 0 -1.49067242 13 9
## 166 1 -13.408569995 1 2 -1.49067242 14 9
## 167 1 -6.738628055 1 -2 -1.49067242 15 9
## 168 1 17.686382640 1 0 -1.49067242 16 9
## 169 1 12.375810761 1 -3 -1.49067242 17 9
## 170 1 -14.639350761 1 4 -1.49067242 18 9
## 171 1 13.801239395 1 -4 -1.49067242 19 9
## 172 1 -12.875820721 1 3 -1.49067242 20 9
## 173 1 9.207502828 1 -5 -1.49067242 21 9
## 174 1 -10.419641590 1 -7 -1.49067242 22 9
## 175 1 -12.606943327 1 3 -1.49067242 23 9
## 176 1 -30.872278077 1 1 -1.49067242 24 9
## 177 1 21.678896946 1 -4 2.98146832 1 10
## 178 1 8.939223250 1 6 2.98146832 2 10
## 179 1 -10.854377295 1 3 2.98146832 3 10
## 180 1 -34.398544812 1 2 2.98146832 4 10
## 181 1 -16.597807733 1 3 2.98146832 5 10
## 182 1 -22.656502921 1 6 2.98146832 6 10
## 183 1 -26.114456407 1 -4 2.98146832 7 10
## 184 1 -26.290697957 1 0 2.98146832 8 10
## 185 1 -18.683328768 1 -2 2.98146832 9 10
## 186 1 28.363511335 1 -6 2.98146832 10 10
## 187 1 12.246313846 1 1 2.98146832 11 10
## 188 1 17.316580791 1 -1 2.98146832 12 10
## 189 1 13.018711163 1 -7 2.98146832 13 10
## 190 1 -33.040389332 1 7 2.98146832 14 10
## 191 1 13.151986595 1 5 2.98146832 15 10
## 192 1 13.645198329 1 -7 2.98146832 16 10
## 193 1 24.779421155 1 -7 2.98146832 17 10
## 194 1 -7.246054429 1 4 2.98146832 18 10
## 195 1 9.888158653 1 -7 2.98146832 19 10
## 196 1 0.798660641 1 -6 2.98146832 20 10
## 197 1 53.082489316 1 -1 -2.93308719 1 11
## 198 1 30.986184873 1 6 -2.93308719 2 11
## 199 1 -1.528077799 1 4 -2.93308719 3 11
## 200 1 10.913557925 1 -2 -2.93308719 4 11
## 201 1 -18.542329565 1 -3 -2.93308719 5 11
## 202 1 -14.208130260 1 -5 -2.93308719 6 11
## 203 1 -21.484059998 1 3 -2.93308719 7 11
## 204 1 25.265505501 1 2 -2.93308719 8 11
## 205 1 16.558155517 1 3 -2.93308719 9 11
## 206 1 -42.917398373 1 1 -2.93308719 10 11
## 207 1 23.025628738 1 2 -2.93308719 11 11
## 208 1 -13.101842218 1 -4 -2.93308719 12 11
## 209 1 -17.140309387 1 6 -2.93308719 13 11
## 210 1 8.898210581 1 -6 -2.93308719 14 11
## 211 1 -2.494040671 1 -1 -2.93308719 15 11
## 212 1 14.749839529 1 -4 -2.93308719 16 11
## 213 1 -1.606722138 1 7 -2.93308719 17 11
## 214 1 10.522359233 1 -2 -0.93488679 1 12
## 215 1 21.323010775 1 -6 -0.93488679 2 12
## 216 1 -8.933414452 1 3 -0.93488679 3 12
## 217 1 -1.232868719 1 -4 -0.93488679 4 12
## 218 1 -11.412805870 1 7 -0.93488679 5 12
## 219 1 33.063678753 1 -2 -0.93488679 6 12
## 220 1 -0.524874679 1 2 -0.93488679 7 12
## 221 1 -8.917932880 1 -2 -0.93488679 8 12
## 222 1 31.491762522 1 0 -0.93488679 9 12
## 223 1 37.637895756 1 0 -0.93488679 10 12
## 224 1 21.723558413 1 1 -0.93488679 11 12
## 225 1 -4.935668558 1 1 -0.93488679 12 12
## 226 1 -28.498527491 1 -5 -0.93488679 13 12
## 227 1 -15.849570093 1 7 -0.93488679 14 12
## 228 1 -32.726921798 1 -2 -0.93488679 15 12
## 229 1 -16.061912347 1 -4 -0.93488679 16 12
## 230 1 7.220091570 1 0 -0.93488679 17 12
## 231 1 -23.177428600 1 7 -1.06264815 1 13
## 232 1 4.825278957 1 4 -1.06264815 2 13
## 233 1 52.455304840 1 0 -1.06264815 3 13
## 234 1 19.542807026 1 5 -1.06264815 4 13
## 235 1 -7.847056726 1 3 -1.06264815 5 13
## 236 1 43.820938960 1 -4 -1.06264815 6 13
## 237 1 -4.031498939 1 -6 -1.06264815 7 13
## 238 1 -13.735852160 1 -4 -1.06264815 8 13
## 239 1 -17.974236351 1 -7 -1.06264815 9 13
## 240 1 14.993978846 1 6 -1.06264815 10 13
## 241 1 24.350287257 1 4 -1.06264815 11 13
## 242 1 -27.853209379 1 6 -1.06264815 12 13
## 243 1 -34.320426489 1 -6 -1.06264815 13 13
## 244 1 0.549404924 1 -4 -1.06264815 14 13
## 245 1 -0.708100263 1 -2 -1.06264815 15 13
## 246 1 -21.444707259 1 -3 -1.06264815 16 13
## 247 1 -9.929830088 1 2 -1.06264815 17 13
## 248 1 -13.221080805 1 -3 -1.06264815 18 13
## 249 1 -11.790222068 1 -6 -1.06264815 19 13
## 250 1 14.584846625 1 -1 -1.06264815 20 13
## 251 1 -32.739309464 1 -7 -1.06264815 21 13
## 252 1 5.621247504 1 -7 -1.06264815 22 13
## 253 1 19.233602505 1 5 3.33379822 1 14
## 254 1 -5.894525862 1 -4 3.33379822 2 14
## 255 1 -15.020956668 1 -2 3.33379822 3 14
## 256 1 -36.158166551 1 -1 3.33379822 4 14
## 257 1 8.183363519 1 5 3.33379822 5 14
## 258 1 28.325409190 1 -3 3.33379822 6 14
## 259 1 -19.389624591 1 1 3.33379822 7 14
## 260 1 -8.973296194 1 -5 3.33379822 8 14
## 261 1 -5.253832316 1 2 3.33379822 9 14
## 262 1 20.653608312 1 -2 3.33379822 10 14
## 263 1 -28.378150523 1 -3 3.33379822 11 14
## 264 1 9.942794623 1 5 3.33379822 12 14
## 265 1 -13.622674778 1 3 3.33379822 13 14
## 266 1 -27.653390725 1 -1 3.33379822 14 14
## 267 1 -23.580261787 1 2 3.33379822 15 14
## 268 1 34.695414870 1 2 3.33379822 16 14
## 269 1 -35.269553567 1 6 3.33379822 17 14
## 270 1 -0.594800613 1 -2 3.33379822 18 14
## 271 1 -18.274001149 1 3 2.27060456 1 15
## 272 1 8.692224374 1 6 2.27060456 2 15
## 273 1 21.520800119 1 -3 2.27060456 3 15
## 274 1 1.481806439 1 -5 2.27060456 4 15
## 275 1 -47.214347405 1 0 2.27060456 5 15
## 276 1 -22.775133907 1 1 2.27060456 6 15
## 277 1 57.216333343 1 -3 2.27060456 7 15
## 278 1 12.074677900 1 -5 2.27060456 8 15
## 279 1 9.664063270 1 4 2.27060456 9 15
## 280 1 -44.093660327 1 1 2.27060456 10 15
## 281 1 -0.145569812 1 -4 2.27060456 11 15
## 282 1 -19.671569519 1 -5 2.27060456 12 15
## 283 1 -0.284352473 1 -7 2.27060456 13 15
## 284 1 9.980031838 1 -7 2.27060456 14 15
## 285 1 -21.825932446 1 6 2.27060456 15 15
## 286 1 19.263535872 1 -3 2.27060456 16 15
## 287 1 14.368989859 1 -3 2.27060456 17 15
## 288 1 -15.866960779 1 5 2.27060456 18 15
## 289 1 -37.082863546 1 6 2.27060456 19 15
## 290 1 1.542183009 1 -2 2.27060456 20 15
## 291 1 -5.188757697 1 4 6.27523086 1 16
## 292 1 46.301616411 1 4 6.27523086 2 16
## 293 1 9.915361054 1 7 6.27523086 3 16
## 294 1 -6.402944820 1 -4 6.27523086 4 16
## 295 1 -36.489088451 1 -7 6.27523086 5 16
## 296 1 -14.180899261 1 4 6.27523086 6 16
## 297 1 -14.368217002 1 4 6.27523086 7 16
## 298 1 -1.129027702 1 1 6.27523086 8 16
## 299 1 -39.808701130 1 6 6.27523086 9 16
## 300 1 11.071887883 1 7 6.27523086 10 16
## 301 1 16.623855578 1 5 6.27523086 11 16
## 302 1 32.065236177 1 3 6.27523086 12 16
## 303 1 34.917435139 1 4 6.27523086 13 16
## 304 1 -16.801254840 1 3 6.27523086 14 16
## 305 1 5.073350208 1 7 6.27523086 15 16
## 306 1 13.967852727 1 -3 7.65766725 1 17
## 307 1 13.857581744 1 -1 7.65766725 2 17
## 308 1 11.784826783 1 0 7.65766725 3 17
## 309 1 1.507580968 1 6 7.65766725 4 17
## 310 1 23.284588407 1 -2 7.65766725 5 17
## 311 1 32.600639371 1 -1 7.65766725 6 17
## 312 1 -0.352107472 1 5 7.65766725 7 17
## 313 1 -12.904496532 1 2 7.65766725 8 17
## 314 1 -2.141925260 1 6 7.65766725 9 17
## 315 1 37.487446466 1 4 7.65766725 10 17
## 316 1 -30.371069678 1 -5 7.65766725 11 17
## 317 1 2.207152291 1 -6 7.65766725 12 17
## 318 1 -25.240613722 1 -3 7.65766725 13 17
## 319 1 15.082570241 1 -2 7.65766725 14 17
## 320 1 -19.626395835 1 -7 7.65766725 15 17
## 321 1 3.428483694 1 0 7.65766725 16 17
## 322 1 -9.831959367 1 5 7.65766725 17 17
## 323 1 4.286059751 1 -3 7.65766725 18 17
## 324 1 -26.546406863 1 7 7.65766725 19 17
## 325 1 -9.908500340 1 -1 7.65766725 20 17
## 326 1 -28.100947340 1 -1 7.65766725 21 17
## 327 1 -1.688427642 1 -7 7.65766725 22 17
## 328 1 -1.987740148 1 -3 7.65766725 23 17
## 329 1 -11.220619947 1 -4 7.65766725 24 17
## 330 1 -10.782897731 1 -1 7.65766725 25 17
## 331 1 -20.666393150 1 0 2.08506202 1 18
## 332 1 4.290443467 1 5 2.08506202 2 18
## 333 1 9.042226975 1 -4 2.08506202 3 18
## 334 1 -13.192789526 1 3 2.08506202 4 18
## 335 1 -23.756260268 1 -5 2.08506202 5 18
## 336 1 -22.790877936 1 4 2.08506202 6 18
## 337 1 14.497728923 1 5 2.08506202 7 18
## 338 1 -22.045700797 1 -6 2.08506202 8 18
## 339 1 14.836749513 1 -6 2.08506202 9 18
## 340 1 -14.465261737 1 -4 2.08506202 10 18
## 341 1 2.309252442 1 2 2.08506202 11 18
## 342 1 19.491100810 1 -2 2.08506202 12 18
## 343 1 -4.034719142 1 4 2.08506202 13 18
## 344 1 27.550566755 1 -3 2.08506202 14 18
## 345 1 -23.601767240 1 -7 2.08506202 15 18
## 346 1 -5.621892753 1 3 2.08506202 16 18
## 347 1 33.782867280 1 3 2.08506202 17 18
## 348 1 -8.760701671 1 1 2.08506202 18 18
## 349 1 2.909845434 1 -4 2.08506202 19 18
## 350 1 -4.273420511 1 3 2.08506202 20 18
## 351 1 -14.039139100 1 4 2.08506202 21 18
## 352 1 23.160802054 1 6 2.08506202 22 18
## 353 1 8.279268687 1 1 -2.97672104 1 19
## 354 1 -9.837362441 1 1 -2.97672104 2 19
## 355 1 5.482466170 1 7 -2.97672104 3 19
## 356 1 17.866181603 1 5 -2.97672104 4 19
## 357 1 -8.681743290 1 -7 -2.97672104 5 19
## 358 1 -31.614693332 1 3 -2.97672104 6 19
## 359 1 14.580118294 1 3 -2.97672104 7 19
## 360 1 -14.303246507 1 -7 -2.97672104 8 19
## 361 1 32.278150551 1 -5 -2.97672104 9 19
## 362 1 9.265372266 1 5 -2.97672104 10 19
## 363 1 17.646303580 1 4 -2.97672104 11 19
## 364 1 13.678271952 1 3 -2.97672104 12 19
## 365 1 -10.803318751 1 -5 -2.97672104 13 19
## 366 1 35.858359726 1 -6 -2.97672104 14 19
## 367 1 -10.150147526 1 3 -2.97672104 15 19
## 368 1 -15.717913594 1 -1 -2.97672104 16 19
## 369 1 30.851298211 1 2 -2.97672104 17 19
## 370 1 1.043020217 1 4 -2.97672104 18 19
## 371 1 -27.032256735 1 -6 0.69592907 1 20
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## 1799 1 12.388778042 0 -5 -1.05718019 22 92
## 1800 1 14.518575832 0 1 -1.05718019 23 92
## 1801 1 -9.775151002 0 0 3.68701464 1 93
## 1802 1 8.506016377 0 -5 3.68701464 2 93
## 1803 1 22.178333331 0 5 3.68701464 3 93
## 1804 1 -18.470567327 0 -5 3.68701464 4 93
## 1805 1 -0.245583215 0 2 3.68701464 5 93
## 1806 1 19.971991846 0 5 3.68701464 6 93
## 1807 1 0.008901169 0 6 3.68701464 7 93
## 1808 1 -7.253858872 0 4 3.68701464 8 93
## 1809 1 -24.492708003 0 1 3.68701464 9 93
## 1810 1 -12.370931772 0 5 3.68701464 10 93
## 1811 1 31.533561432 0 -1 3.68701464 11 93
## 1812 1 -21.614035841 0 5 3.68701464 12 93
## 1813 1 -0.027982236 0 3 3.68701464 13 93
## 1814 1 18.264980899 0 5 3.68701464 14 93
## 1815 1 -15.709934244 0 -3 3.68701464 15 93
## 1816 1 -8.168317931 0 -6 3.68701464 16 93
## 1817 1 9.806650438 0 -7 3.68701464 17 93
## 1818 1 18.018595241 0 -5 3.68701464 18 93
## 1819 1 32.614898038 0 4 3.68701464 19 93
## 1820 1 24.034128291 0 5 3.68701464 20 93
## 1821 1 18.791938425 0 -6 6.16448933 1 94
## 1822 1 5.814574604 0 1 6.16448933 2 94
## 1823 1 7.747691033 0 5 6.16448933 3 94
## 1824 1 -29.344708249 0 0 6.16448933 4 94
## 1825 1 12.502995700 0 6 6.16448933 5 94
## 1826 1 -23.133092811 0 -2 6.16448933 6 94
## 1827 1 2.152831231 0 -1 6.16448933 7 94
## 1828 1 22.129599076 0 -3 6.16448933 8 94
## 1829 1 14.656283130 0 -1 6.16448933 9 94
## 1830 1 35.800837907 0 3 6.16448933 10 94
## 1831 1 11.328981308 0 7 6.16448933 11 94
## 1832 1 -3.322573556 0 -5 6.16448933 12 94
## 1833 1 5.458359226 0 2 6.16448933 13 94
## 1834 1 -10.944792280 0 -6 6.16448933 14 94
## 1835 1 -4.108019043 0 1 6.16448933 15 94
## 1836 1 0.448782256 0 1 6.16448933 16 94
## 1837 1 3.625293113 0 6 6.16448933 17 94
## 1838 1 -17.243478174 0 5 6.16448933 18 94
## 1839 1 0.977199536 0 -7 6.16448933 19 94
## 1840 1 -1.796768545 0 -1 6.16448933 20 94
## 1841 1 1.558081929 0 4 6.16448933 21 94
## 1842 1 9.784030851 0 0 6.16448933 22 94
## 1843 1 19.699545924 0 -4 -4.80116517 1 95
## 1844 1 -18.881885896 0 -3 -4.80116517 2 95
## 1845 1 -44.633754122 0 7 -4.80116517 3 95
## 1846 1 14.726392829 0 -1 -4.80116517 4 95
## 1847 1 -38.015058180 0 3 -4.80116517 5 95
## 1848 1 9.696065452 0 2 -4.80116517 6 95
## 1849 1 -2.522452345 0 3 -4.80116517 7 95
## 1850 1 20.374621960 0 -6 -4.80116517 8 95
## 1851 1 7.881017767 0 1 -4.80116517 9 95
## 1852 1 20.702227976 0 7 -4.80116517 10 95
## 1853 1 11.988752965 0 -2 -4.80116517 11 95
## 1854 1 23.520255161 0 -6 -4.80116517 12 95
## 1855 1 11.652465276 0 -6 -4.80116517 13 95
## 1856 1 -16.138206032 0 -3 -4.80116517 14 95
## 1857 1 -13.129934840 0 4 -4.80116517 15 95
## 1858 1 3.596881909 0 -3 -4.80116517 16 95
## 1859 1 10.631510525 0 -5 -4.80116517 17 95
## 1860 1 20.069902348 0 5 -4.80116517 18 95
## 1861 1 17.754724322 0 6 -4.80116517 19 95
## 1862 1 -17.698346175 0 -5 -4.80116517 20 95
## 1863 1 -2.163860606 0 -3 3.80138114 1 96
## 1864 1 2.443090093 0 -5 3.80138114 2 96
## 1865 1 10.703155665 0 -3 3.80138114 3 96
## 1866 1 -13.518035477 0 5 3.80138114 4 96
## 1867 1 -30.080237822 0 -3 3.80138114 5 96
## 1868 1 -0.688844989 0 -5 3.80138114 6 96
## 1869 1 10.118662903 0 -7 3.80138114 7 96
## 1870 1 -16.112008978 0 5 3.80138114 8 96
## 1871 1 4.803125750 0 1 3.80138114 9 96
## 1872 1 9.399894157 0 -2 3.80138114 10 96
## 1873 1 -16.701664751 0 7 3.80138114 11 96
## 1874 1 11.329227203 0 -3 3.80138114 12 96
## 1875 1 6.176382113 0 0 3.80138114 13 96
## 1876 1 -30.102925014 0 -4 3.80138114 14 96
## 1877 1 -4.305047016 0 5 3.80138114 15 96
## 1878 1 -26.935140721 0 7 3.80138114 16 96
## 1879 1 -24.655134849 0 0 3.80138114 17 96
## 1880 1 -31.741832423 0 1 -2.27109944 1 97
## 1881 1 13.978481364 0 -5 -2.27109944 2 97
## 1882 1 3.370413567 0 3 -2.27109944 3 97
## 1883 1 -1.653889656 0 -7 -2.27109944 4 97
## 1884 1 4.488306505 0 -5 -2.27109944 5 97
## 1885 1 14.326313639 0 3 -2.27109944 6 97
## 1886 1 -13.441377843 0 -5 -2.27109944 7 97
## 1887 1 24.675705881 0 0 -2.27109944 8 97
## 1888 1 -8.548649981 0 4 -2.27109944 9 97
## 1889 1 -15.861130784 0 -7 -2.27109944 10 97
## 1890 1 -11.744098805 0 -5 -2.27109944 11 97
## 1891 1 0.073483821 0 6 -2.27109944 12 97
## 1892 1 1.117220469 0 5 -2.27109944 13 97
## 1893 1 -22.105368824 0 -4 -2.27109944 14 97
## 1894 1 8.439969459 0 0 -2.27109944 15 97
## 1895 1 -4.001065752 0 -1 -2.27109944 16 97
## 1896 1 11.208224309 0 -1 -2.27109944 17 97
## 1897 1 -20.369776661 0 5 -2.27109944 18 97
## 1898 1 13.257859351 0 6 -2.27109944 19 97
## 1899 1 -2.306557148 0 4 5.80262497 1 98
## 1900 1 14.875503023 0 -3 5.80262497 2 98
## 1901 1 25.575709636 0 6 5.80262497 3 98
## 1902 1 -7.875930788 0 -6 5.80262497 4 98
## 1903 1 20.552883854 0 -7 5.80262497 5 98
## 1904 1 -38.608614814 0 -1 5.80262497 6 98
## 1905 1 13.809850577 0 -3 5.80262497 7 98
## 1906 1 -3.846294810 0 -4 5.80262497 8 98
## 1907 1 -46.058234394 0 -5 5.80262497 9 98
## 1908 1 30.064029067 0 7 5.80262497 10 98
## 1909 1 34.425239162 0 -7 5.80262497 11 98
## 1910 1 -9.102947181 0 -5 5.80262497 12 98
## 1911 1 3.590700363 0 7 5.80262497 13 98
## 1912 1 9.268016850 0 5 5.80262497 14 98
## 1913 1 20.647507756 0 6 5.80262497 15 98
## 1914 1 -16.460399928 0 -1 5.80262497 16 98
## 1915 1 30.411147927 0 3 5.80262497 17 98
## 1916 1 -27.242810958 0 -1 -10.20065376 1 99
## 1917 1 6.973015899 0 -1 -10.20065376 2 99
## 1918 1 5.348204032 0 1 -10.20065376 3 99
## 1919 1 -0.907840981 0 -6 -10.20065376 4 99
## 1920 1 -9.586741721 0 -5 -10.20065376 5 99
## 1921 1 4.537990531 0 -1 -10.20065376 6 99
## 1922 1 -41.488500311 0 -2 -10.20065376 7 99
## 1923 1 23.457236610 0 1 -10.20065376 8 99
## 1924 1 34.145067241 0 1 -10.20065376 9 99
## 1925 1 -34.229895665 0 -4 -10.20065376 10 99
## 1926 1 -2.470749055 0 2 -10.20065376 11 99
## 1927 1 1.031383586 0 5 -10.20065376 12 99
## 1928 1 2.078177884 0 -6 -10.20065376 13 99
## 1929 1 25.887376332 0 -7 -10.20065376 14 99
## 1930 1 -22.812003710 0 5 -10.20065376 15 99
## 1931 1 -14.344877173 0 -4 -10.20065376 16 99
## 1932 1 8.801305425 0 5 -10.20065376 17 99
## 1933 1 2.492717308 0 -3 -10.20065376 18 99
## 1934 1 -1.518487237 0 -7 -10.20065376 19 99
## 1935 1 -0.988518284 0 -4 2.49772034 1 100
## 1936 1 12.170986079 0 7 2.49772034 2 100
## 1937 1 -31.406295419 0 -7 2.49772034 3 100
## 1938 1 32.887309373 0 -1 2.49772034 4 100
## 1939 1 3.119309780 0 5 2.49772034 5 100
## 1940 1 15.464305767 0 3 2.49772034 6 100
## 1941 1 -38.454226603 0 7 2.49772034 7 100
## 1942 1 1.777249595 0 2 2.49772034 8 100
## 1943 1 -4.437815460 0 -3 2.49772034 9 100
## 1944 1 21.778947559 0 -3 2.49772034 10 100
## 1945 1 11.263815750 0 -5 2.49772034 11 100
## 1946 1 4.981667047 0 5 2.49772034 12 100
## 1947 1 -6.329344492 0 0 2.49772034 13 100
## 1948 1 9.366938057 0 2 2.49772034 14 100
## 1949 1 17.096511111 0 3 2.49772034 15 100
## 1950 1 -4.287695248 0 6 2.49772034 16 100
## 1951 1 -25.855292193 0 5 2.49772034 17 100
## 1952 1 1.722702536 0 3 2.49772034 18 100
## 1953 1 -12.747909620 1 7 1.13774448 1 101
## 1954 1 -1.705444230 1 -7 1.13774448 2 101
## 1955 1 -1.930381215 1 2 1.13774448 3 101
## 1956 1 23.671730643 1 -5 1.13774448 4 101
## 1957 1 -27.477998270 1 -2 1.13774448 5 101
## 1958 1 -30.049296568 1 -1 1.13774448 6 101
## 1959 1 -28.719906887 1 -2 1.13774448 7 101
## 1960 1 -7.314262086 1 -3 1.13774448 8 101
## 1961 1 19.338598933 1 -4 1.13774448 9 101
## 1962 1 -4.662553654 1 -6 1.13774448 10 101
## 1963 1 -0.308041812 1 -6 1.13774448 11 101
## 1964 1 -11.884016203 1 6 1.13774448 12 101
## 1965 1 24.126846392 1 -3 1.13774448 13 101
## 1966 1 16.789497436 1 -5 1.13774448 14 101
## 1967 1 11.073114175 1 -5 1.13774448 15 101
## 1968 1 19.959688798 1 7 1.13774448 16 101
## 1969 1 -8.250443182 1 1 1.13774448 17 101
## 1970 1 38.817272862 1 3 -5.20252078 1 102
## 1971 1 15.140284415 1 5 -5.20252078 2 102
## 1972 1 -11.618244274 1 3 -5.20252078 3 102
## 1973 1 7.956441324 1 -6 -5.20252078 4 102
## 1974 1 6.161956134 1 6 -5.20252078 5 102
## 1975 1 8.758985001 1 5 -5.20252078 6 102
## 1976 1 19.171893177 1 5 -5.20252078 7 102
## 1977 1 -34.138296986 1 -4 -5.20252078 8 102
## 1978 1 18.269096547 1 0 -5.20252078 9 102
## 1979 1 -3.371153822 1 -3 -5.20252078 10 102
## 1980 1 0.168297198 1 -2 -5.20252078 11 102
## 1981 1 9.132372439 1 -5 -5.20252078 12 102
## 1982 1 -30.371460851 1 -2 -5.20252078 13 102
## 1983 1 7.361468973 1 -6 -5.20252078 14 102
## 1984 1 -5.374195095 1 -7 -5.20252078 15 102
## 1985 1 9.305597957 1 3 -5.20252078 16 102
## 1986 1 20.073146018 1 -1 -5.20252078 17 102
## 1987 1 -5.838884454 1 3 -5.20252078 18 102
## 1988 1 37.214471122 1 -4 -5.20252078 19 102
## 1989 1 -9.247842155 1 0 -5.20252078 20 102
## 1990 1 8.194648244 1 2 -5.20252078 21 102
## 1991 1 10.805725289 1 -7 -5.20252078 22 102
## 1992 1 8.152233502 1 6 -5.20252078 23 102
## 1993 1 3.299682936 1 -3 -5.20252078 24 102
## 1994 1 -17.334030399 1 -1 -5.20252078 25 102
## 1995 1 -12.281579867 1 -2 2.95737137 1 103
## 1996 1 -17.165237868 1 6 2.95737137 2 103
## 1997 1 -13.818465414 1 -7 2.95737137 3 103
## 1998 1 20.764884116 1 4 2.95737137 4 103
## 1999 1 -11.876279395 1 0 2.95737137 5 103
## 2000 1 -2.775648222 1 6 2.95737137 6 103
## 2001 1 33.480852223 1 -7 2.95737137 7 103
## 2002 1 27.947314241 1 -7 2.95737137 8 103
## 2003 1 2.201893246 1 -4 2.95737137 9 103
## 2004 1 -10.584449253 1 6 2.95737137 10 103
## 2005 1 3.426750712 1 -3 2.95737137 11 103
## 2006 1 4.677631238 1 -2 2.95737137 12 103
## 2007 1 4.645461749 1 2 2.95737137 13 103
## 2008 1 -2.591555489 1 -4 2.95737137 14 103
## 2009 1 -41.118228567 1 0 2.95737137 15 103
## 2010 1 1.758096470 1 6 2.95737137 16 103
## 2011 1 25.873248242 1 -5 2.95737137 17 103
## 2012 1 -30.015300259 1 -1 2.95737137 18 103
## 2013 1 34.401244909 1 -7 2.95737137 19 103
## 2014 1 22.884000107 1 -3 2.95737137 20 103
## 2015 1 -18.991943981 1 -1 0.78856669 1 104
## 2016 1 36.353861969 1 4 0.78856669 2 104
## 2017 1 -12.786007530 1 -1 0.78856669 3 104
## 2018 1 -12.861606202 1 -7 0.78856669 4 104
## 2019 1 -49.822821731 1 1 0.78856669 5 104
## 2020 1 -11.229137624 1 -7 0.78856669 6 104
## 2021 1 29.795394333 1 1 0.78856669 7 104
## 2022 1 17.835187093 1 -4 0.78856669 8 104
## 2023 1 23.407588022 1 2 0.78856669 9 104
## 2024 1 15.057606640 1 2 0.78856669 10 104
## 2025 1 14.923368809 1 1 0.78856669 11 104
## 2026 1 -4.446603597 1 6 0.78856669 12 104
## 2027 1 10.617684921 1 6 0.78856669 13 104
## 2028 1 -19.489859685 1 -4 0.78856669 14 104
## 2029 1 -11.573576118 1 0 0.78856669 15 104
## 2030 1 23.696608171 1 -7 0.78856669 16 104
## 2031 1 27.553426225 1 4 0.78856669 17 104
## 2032 1 -1.598114040 1 -4 0.78856669 18 104
## 2033 1 8.368074916 1 4 0.78856669 19 104
## 2034 1 1.163964600 1 -7 0.78856669 20 104
## 2035 1 20.333217853 1 -7 0.78856669 21 104
## 2036 1 9.226541276 1 2 0.78856669 22 104
## 2037 1 1.165122736 1 3 0.78856669 23 104
## 2038 1 -16.460696762 1 6 0.78856669 24 104
## 2039 1 3.669421184 1 7 0.78856669 25 104
## 2040 1 2.072735365 1 2 -2.95711012 1 105
## 2041 1 14.461444627 1 6 -2.95711012 2 105
## 2042 1 0.252068591 1 3 -2.95711012 3 105
## 2043 1 14.885003784 1 -3 -2.95711012 4 105
## 2044 1 -28.606989415 1 -7 -2.95711012 5 105
## 2045 1 -2.033043871 1 -3 -2.95711012 6 105
## 2046 1 23.166823890 1 -3 -2.95711012 7 105
## 2047 1 -12.867118416 1 3 -2.95711012 8 105
## 2048 1 -35.587621847 1 -1 -2.95711012 9 105
## 2049 1 3.365836047 1 -6 -2.95711012 10 105
## 2050 1 -2.562053488 1 -1 -2.95711012 11 105
## 2051 1 8.677207027 1 7 -2.95711012 12 105
## 2052 1 10.741926916 1 3 -2.95711012 13 105
## 2053 1 -61.917290114 1 -6 -2.95711012 14 105
## 2054 1 4.780212887 1 1 -2.95711012 15 105
## 2055 1 20.833983538 1 3 -2.95711012 16 105
## 2056 1 0.322223096 1 -2 -2.95711012 17 105
## 2057 1 11.103936715 1 1 -2.95711012 18 105
## 2058 1 -5.077160446 1 7 -2.95711012 19 105
## 2059 1 -12.302238122 1 -1 1.22107048 1 106
## 2060 1 -23.012622250 1 0 1.22107048 2 106
## 2061 1 -45.770102558 1 4 1.22107048 3 106
## 2062 1 -10.008892434 1 3 1.22107048 4 106
## 2063 1 -16.664210614 1 0 1.22107048 5 106
## 2064 1 -17.781379826 1 2 1.22107048 6 106
## 2065 1 30.758333424 1 -4 1.22107048 7 106
## 2066 1 -7.307520710 1 -6 1.22107048 8 106
## 2067 1 -25.427262091 1 1 1.22107048 9 106
## 2068 1 2.931570165 1 -1 1.22107048 10 106
## 2069 1 -18.527208123 1 7 1.22107048 11 106
## 2070 1 -23.566927392 1 6 1.22107048 12 106
## 2071 1 -2.108031463 1 1 1.22107048 13 106
## 2072 1 -25.278598623 1 5 1.22107048 14 106
## 2073 1 -35.426855819 1 -5 1.22107048 15 106
## 2074 1 26.061288729 1 4 1.22107048 16 106
## 2075 1 -5.461503986 1 -6 1.22107048 17 106
## 2076 1 -29.591446554 1 4 1.22107048 18 106
## 2077 1 14.364225753 1 3 1.22107048 19 106
## 2078 1 18.168544392 1 -3 1.22107048 20 106
## 2079 1 35.238796125 1 0 1.22107048 21 106
## 2080 1 23.860876667 1 -7 -5.92534020 1 107
## 2081 1 27.040860643 1 1 -5.92534020 2 107
## 2082 1 6.101196850 1 -3 -5.92534020 3 107
## 2083 1 -8.402920998 1 4 -5.92534020 4 107
## 2084 1 -36.373964772 1 -1 -5.92534020 5 107
## 2085 1 -5.449629213 1 -4 -5.92534020 6 107
## 2086 1 -0.476704854 1 -5 -5.92534020 7 107
## 2087 1 54.976591901 1 -2 -5.92534020 8 107
## 2088 1 30.636349541 1 4 -5.92534020 9 107
## 2089 1 1.206820734 1 7 -5.92534020 10 107
## 2090 1 -4.148475574 1 -1 -5.92534020 11 107
## 2091 1 -20.500596386 1 -4 -5.92534020 12 107
## 2092 1 17.542719508 1 0 -5.92534020 13 107
## 2093 1 2.279137366 1 2 -5.92534020 14 107
## 2094 1 -52.139520123 1 -5 -5.92534020 15 107
## 2095 1 -29.760254273 1 4 -5.92534020 16 107
## 2096 1 -1.191108282 1 -1 -5.92534020 17 107
## 2097 1 9.657206990 1 2 -5.92534020 18 107
## 2098 1 10.483970041 1 0 -5.92534020 19 107
## 2099 1 1.857113007 1 5 -5.92534020 20 107
## 2100 1 15.063335935 1 1 -5.92534020 21 107
## 2101 1 9.050268322 1 4 -5.92534020 22 107
## 2102 1 10.042165158 1 6 -5.92534020 23 107
## 2103 1 -26.959686940 1 -4 -5.92534020 24 107
## 2104 1 -0.923871076 1 5 -5.92534020 25 107
## 2105 1 39.032101116 1 -7 -0.40778993 1 108
## 2106 1 26.189070730 1 -6 -0.40778993 2 108
## 2107 1 -11.760031679 1 -6 -0.40778993 3 108
## 2108 1 -21.321148964 1 6 -0.40778993 4 108
## 2109 1 15.939535780 1 -4 -0.40778993 5 108
## 2110 1 26.078370648 1 0 -0.40778993 6 108
## 2111 1 -41.432538698 1 1 -0.40778993 7 108
## 2112 1 2.677083055 1 7 -0.40778993 8 108
## 2113 1 -6.480559514 1 -4 -0.40778993 9 108
## 2114 1 12.178829426 1 6 -0.40778993 10 108
## 2115 1 -8.570466642 1 -5 -0.40778993 11 108
## 2116 1 -16.251624775 1 -5 -0.40778993 12 108
## 2117 1 -30.722407529 1 -7 -0.40778993 13 108
## 2118 1 -7.831963292 1 4 -0.40778993 14 108
## 2119 1 13.932645417 1 -1 -0.40778993 15 108
## 2120 1 -30.182735722 1 7 -0.40778993 16 108
## 2121 1 -23.972174131 1 -7 -0.40778993 17 108
## 2122 1 -13.939112555 1 -5 -0.40778993 18 108
## 2123 1 7.674690510 1 2 -0.40778993 19 108
## 2124 1 -3.717615382 1 -1 -0.40778993 20 108
## 2125 1 17.728634212 1 -3 1.89889857 1 109
## 2126 1 -2.885886469 1 2 1.89889857 2 109
## 2127 1 10.424762421 1 0 1.89889857 3 109
## 2128 1 -17.417858803 1 -3 1.89889857 4 109
## 2129 1 10.807291125 1 -7 1.89889857 5 109
## 2130 1 -17.497643454 1 7 1.89889857 6 109
## 2131 1 18.307166444 1 -4 1.89889857 7 109
## 2132 1 -23.000180431 1 7 1.89889857 8 109
## 2133 1 -17.750973467 1 7 1.89889857 9 109
## 2134 1 16.531786661 1 4 1.89889857 10 109
## 2135 1 12.949389018 1 6 1.89889857 11 109
## 2136 1 -19.948697202 1 0 1.89889857 12 109
## 2137 1 8.370326859 1 1 1.89889857 13 109
## 2138 1 -21.798557566 1 0 1.89889857 14 109
## 2139 1 -12.326476778 1 -3 1.89889857 15 109
## 2140 1 -21.624313034 1 3 1.89889857 16 109
## 2141 1 22.244165221 1 2 1.89889857 17 109
## 2142 1 16.437880162 1 -2 1.89889857 18 109
## 2143 1 -10.396268296 1 3 1.89889857 19 109
## 2144 1 29.257255449 1 -5 1.89889857 20 109
## 2145 1 3.859680619 1 5 1.89889857 21 109
## 2146 1 7.170046400 1 -5 1.89889857 22 109
## 2147 1 14.206001587 1 -7 1.89889857 23 109
## 2148 1 22.137777877 1 -5 1.89889857 24 109
## 2149 1 -18.930827439 1 5 -4.21143160 1 110
## 2150 1 -18.414058005 1 -6 -4.21143160 2 110
## 2151 1 23.459398512 1 6 -4.21143160 3 110
## 2152 1 -25.221857229 1 0 -4.21143160 4 110
## 2153 1 -5.020139518 1 -1 -4.21143160 5 110
## 2154 1 23.061153617 1 -2 -4.21143160 6 110
## 2155 1 -6.325784449 1 4 -4.21143160 7 110
## 2156 1 -0.044125502 1 4 -4.21143160 8 110
## 2157 1 4.786167383 1 1 -4.21143160 9 110
## 2158 1 26.094881187 1 -4 -4.21143160 10 110
## 2159 1 6.225351265 1 3 -4.21143160 11 110
## 2160 1 -15.566692160 1 -6 -4.21143160 12 110
## 2161 1 40.068554641 1 -2 -4.21143160 13 110
## 2162 1 14.654601279 1 0 -4.21143160 14 110
## 2163 1 2.430756963 1 0 -4.21143160 15 110
## 2164 1 7.101728107 1 0 -4.21143160 16 110
## 2165 1 0.323431105 1 -1 -4.21143160 17 110
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## 2876 1 -15.019659915 1 2 4.69777384 20 146
## 2877 1 14.303777309 1 -7 4.69777384 21 146
## 2878 1 7.192308065 1 6 4.40542340 1 147
## 2879 1 15.692764131 1 -1 4.40542340 2 147
## 2880 1 -27.154689460 1 5 4.40542340 3 147
## 2881 1 -32.316417114 1 -3 4.40542340 4 147
## 2882 1 15.625742178 1 4 4.40542340 5 147
## 2883 1 -6.486018546 1 -1 4.40542340 6 147
## 2884 1 -5.126917892 1 -2 4.40542340 7 147
## 2885 1 -15.443360841 1 -7 4.40542340 8 147
## 2886 1 19.991180265 1 -4 4.40542340 9 147
## 2887 1 -5.284541951 1 -1 4.40542340 10 147
## 2888 1 -1.149625074 1 6 4.40542340 11 147
## 2889 1 -21.391920708 1 -5 4.40542340 12 147
## 2890 1 -6.957127575 1 -3 4.40542340 13 147
## 2891 1 0.752444445 1 6 4.40542340 14 147
## 2892 1 -50.378367324 1 7 4.40542340 15 147
## 2893 1 -10.743216010 1 5 4.40542340 16 147
## 2894 1 -23.271995740 1 -2 4.40542340 17 147
## 2895 1 -2.920383978 1 -3 4.40542340 18 147
## 2896 1 -14.695486995 1 0 4.40542340 19 147
## 2897 1 6.852199625 1 4 4.40542340 20 147
## 2898 1 39.879118011 1 -1 4.40542340 21 147
## 2899 1 2.679827453 1 2 4.40542340 22 147
## 2900 1 34.141559339 1 -4 4.40542340 23 147
## 2901 1 1.710038085 1 3 4.40542340 24 147
## 2902 1 -5.116037833 1 2 4.40542340 25 147
## 2903 1 8.932315678 1 -7 5.14850835 1 148
## 2904 1 4.257981854 1 -4 5.14850835 2 148
## 2905 1 42.205750017 1 -4 5.14850835 3 148
## 2906 1 35.083014584 1 5 5.14850835 4 148
## 2907 1 26.388930717 1 -7 5.14850835 5 148
## 2908 1 -29.364050593 1 -4 5.14850835 6 148
## 2909 1 -12.540550774 1 -5 5.14850835 7 148
## 2910 1 -12.064113162 1 -5 5.14850835 8 148
## 2911 1 31.529592738 1 1 5.14850835 9 148
## 2912 1 -6.530409051 1 6 5.14850835 10 148
## 2913 1 74.965314855 1 -7 5.14850835 11 148
## 2914 1 14.129247499 1 3 5.14850835 12 148
## 2915 1 -14.827480542 1 1 5.14850835 13 148
## 2916 1 6.246305158 1 4 5.14850835 14 148
## 2917 1 -18.468537856 1 -1 5.14850835 15 148
## 2918 1 -7.532425628 1 0 5.14850835 16 148
## 2919 1 8.074556669 1 -7 -2.73320302 1 149
## 2920 1 6.088599873 1 4 -2.73320302 2 149
## 2921 1 -1.657835178 1 2 -2.73320302 3 149
## 2922 1 -11.685957359 1 -4 -2.73320302 4 149
## 2923 1 -10.459487436 1 -3 -2.73320302 5 149
## 2924 1 -43.522668044 1 1 -2.73320302 6 149
## 2925 1 -20.586905194 1 1 -2.73320302 7 149
## 2926 1 -27.366357486 1 -2 -2.73320302 8 149
## 2927 1 -4.915218390 1 0 -2.73320302 9 149
## 2928 1 -21.308273857 1 -7 -2.73320302 10 149
## 2929 1 27.172818790 1 -3 -2.73320302 11 149
## 2930 1 -34.716674621 1 -5 -2.73320302 12 149
## 2931 1 10.011252906 1 6 -2.73320302 13 149
## 2932 1 22.434195410 1 2 -2.73320302 14 149
## 2933 1 12.142128586 1 -2 -2.73320302 15 149
## 2934 1 18.612054163 1 3 -2.73320302 16 149
## 2935 1 -14.665467075 1 2 -2.73320302 17 149
## 2936 1 -7.825440690 1 4 -2.36390998 1 150
## 2937 1 17.566147849 1 1 -2.36390998 2 150
## 2938 1 -0.942394238 1 5 -2.36390998 3 150
## 2939 1 -3.443562041 1 0 -2.36390998 4 150
## 2940 1 -45.438827591 1 -1 -2.36390998 5 150
## 2941 1 10.976668990 1 5 -2.36390998 6 150
## 2942 1 -5.309337604 1 -2 -2.36390998 7 150
## 2943 1 3.093608475 1 5 -2.36390998 8 150
## 2944 1 2.816187623 1 4 -2.36390998 9 150
## 2945 1 16.798178048 1 -4 -2.36390998 10 150
## 2946 1 -5.900489583 1 1 -2.36390998 11 150
## 2947 1 9.450739471 1 4 -2.36390998 12 150
## 2948 1 -10.258928929 1 -4 -2.36390998 13 150
## 2949 1 4.937168732 1 -7 -2.36390998 14 150
## 2950 1 -5.183089950 1 0 -2.36390998 15 150
## district error int_classroom int_district fixed_outcome
## 1 1 1.887305e+00 -0.824061418 0.87711702 60.02146
## 2 1 1.549800e+00 -0.824061418 0.87711702 38.92942
## 3 1 -5.038167e-01 -0.824061418 0.87711702 50.34443
## 4 1 -1.553542e-01 -0.824061418 0.87711702 57.00070
## 5 1 -3.194087e+00 -0.824061418 0.87711702 49.51007
## 6 1 -4.507906e+00 -0.824061418 0.87711702 50.03700
## 7 1 4.692567e+00 -0.824061418 0.87711702 56.46102
## 8 1 1.229926e+00 -0.824061418 0.87711702 51.21367
## 9 1 1.389990e+00 -0.824061418 0.87711702 57.13226
## 10 1 -3.000818e+00 -0.824061418 0.87711702 48.74278
## 11 1 2.475769e+00 -0.824061418 0.87711702 56.58225
## 12 1 4.271236e-01 -0.824061418 0.87711702 45.88053
## 13 1 -7.832704e+00 -0.824061418 0.87711702 40.64614
## 14 1 -5.887844e+00 -0.824061418 0.87711702 63.52475
## 15 1 -1.926968e+00 -0.824061418 0.87711702 51.67215
## 16 1 -2.213068e+00 -0.824061418 0.87711702 48.38342
## 17 1 -2.030829e+00 -0.824061418 0.87711702 34.69747
## 18 1 8.452314e-01 2.391355111 0.87711702 56.90170
## 19 1 -8.583190e+00 2.391355111 0.87711702 36.03340
## 20 1 2.367835e+00 2.391355111 0.87711702 53.08450
## 21 1 -2.471447e-01 2.391355111 0.87711702 37.03494
## 22 1 -1.371527e+00 2.391355111 0.87711702 60.94776
## 23 1 -1.939513e+00 2.391355111 0.87711702 62.89859
## 24 1 -2.927673e+00 2.391355111 0.87711702 38.58030
## 25 1 3.052349e-01 2.391355111 0.87711702 47.83700
## 26 1 -4.121937e+00 2.391355111 0.87711702 57.55859
## 27 1 -3.720521e+00 2.391355111 0.87711702 49.00330
## 28 1 -1.078164e+00 2.391355111 0.87711702 47.72179
## 29 1 1.046172e+00 2.391355111 0.87711702 49.26120
## 30 1 5.599246e-01 2.391355111 0.87711702 57.85446
## 31 1 2.861895e+00 2.391355111 0.87711702 47.16969
## 32 1 -1.535082e+00 2.391355111 0.87711702 62.81886
## 33 1 1.527331e+00 2.391355111 0.87711702 41.04153
## 34 1 3.429274e+00 2.391355111 0.87711702 49.49611
## 35 1 -7.549027e+00 2.391355111 0.87711702 52.31333
## 36 1 2.759959e+00 2.391355111 0.87711702 50.26426
## 37 1 -7.011296e+00 2.391355111 0.87711702 47.94213
## 38 1 1.167738e+00 2.391355111 0.87711702 50.79167
## 39 1 -9.502655e-01 2.391355111 0.87711702 55.79565
## 40 1 3.499391e+00 2.391355111 0.87711702 60.49670
## 41 1 -9.017845e-01 2.391355111 0.87711702 55.93026
## 42 1 1.178144e+00 2.391355111 0.87711702 44.83672
## 43 1 -5.275161e-01 0.470950031 0.87711702 59.29910
## 44 1 5.824170e-01 0.470950031 0.87711702 43.48393
## 45 1 -1.398504e+00 0.470950031 0.87711702 46.57871
## 46 1 -1.277770e+00 0.470950031 0.87711702 56.87078
## 47 1 2.829742e+00 0.470950031 0.87711702 45.08791
## 48 1 -1.120731e+00 0.470950031 0.87711702 51.31933
## 49 1 -4.057203e-01 0.470950031 0.87711702 62.07937
## 50 1 4.114998e+00 0.470950031 0.87711702 54.74338
## 51 1 -2.284455e+00 0.470950031 0.87711702 63.05075
## 52 1 1.142218e+00 0.470950031 0.87711702 45.81009
## 53 1 1.051702e+00 0.470950031 0.87711702 61.04807
## 54 1 -9.536192e-01 0.470950031 0.87711702 45.51300
## 55 1 2.533261e-01 0.470950031 0.87711702 58.76307
## 56 1 8.066116e+00 0.470950031 0.87711702 65.76639
## 57 1 6.929825e+00 0.470950031 0.87711702 62.05043
## 58 1 3.965842e+00 0.470950031 0.87711702 44.41293
## 59 1 -4.803926e+00 0.470950031 0.87711702 40.06305
## 60 1 -5.727960e-01 0.470950031 0.87711702 50.06777
## 61 1 -2.891032e+00 0.470950031 0.87711702 45.46211
## 62 1 2.799072e+00 0.470950031 0.87711702 62.95691
## 63 1 -4.086711e+00 0.470950031 0.87711702 55.27621
## 64 1 -2.446182e+00 1.443131275 0.87711702 62.06642
## 65 1 7.413392e-01 1.443131275 0.87711702 60.56038
## 66 1 -3.082389e+00 1.443131275 0.87711702 49.46236
## 67 1 1.440731e+00 1.443131275 0.87711702 52.99282
## 68 1 -3.394358e+00 1.443131275 0.87711702 51.53748
## 69 1 2.324256e-01 1.443131275 0.87711702 50.20768
## 70 1 -1.104349e+01 1.443131275 0.87711702 70.66164
## 71 1 2.874609e+00 1.443131275 0.87711702 54.49246
## 72 1 -4.497998e+00 1.443131275 0.87711702 69.07141
## 73 1 -5.184385e+00 1.443131275 0.87711702 58.71651
## 74 1 -2.398883e+00 1.443131275 0.87711702 53.75161
## 75 1 -4.038112e-01 1.443131275 0.87711702 62.78710
## 76 1 -1.554167e+00 1.443131275 0.87711702 48.30421
## 77 1 -1.923649e+00 1.443131275 0.87711702 66.82771
## 78 1 -1.894492e+00 1.443131275 0.87711702 46.59743
## 79 1 1.186724e+00 1.443131275 0.87711702 60.32513
## 80 1 2.952848e+00 1.443131275 0.87711702 63.17153
## 81 1 -2.059136e+00 -1.459875378 0.87711702 52.20039
## 82 1 3.669518e+00 -1.459875378 0.87711702 60.59502
## 83 1 5.075935e+00 -1.459875378 0.87711702 41.55525
## 84 1 -2.208309e+00 -1.459875378 0.87711702 62.45636
## 85 1 -4.021784e-01 -1.459875378 0.87711702 71.88086
## 86 1 1.094992e-01 -1.459875378 0.87711702 67.28934
## 87 1 1.148535e+00 -1.459875378 0.87711702 41.89367
## 88 1 1.133031e-01 -1.459875378 0.87711702 37.13187
## 89 1 2.154863e+00 -1.459875378 0.87711702 58.63046
## 90 1 3.606925e+00 -1.459875378 0.87711702 59.70514
## 91 1 3.936370e+00 -1.459875378 0.87711702 42.25195
## 92 1 -7.389507e-01 -1.459875378 0.87711702 48.65957
## 93 1 -1.132079e+00 -1.459875378 0.87711702 39.92853
## 94 1 5.475845e-01 -1.459875378 0.87711702 45.75698
## 95 1 2.152904e+00 -1.459875378 0.87711702 53.70596
## 96 1 4.828258e+00 -1.459875378 0.87711702 56.03463
## 97 1 1.464058e+00 -1.459875378 0.87711702 70.34024
## 98 1 -1.916324e+00 -1.459875378 0.87711702 40.61762
## 99 1 5.179046e+00 -1.459875378 0.87711702 34.45391
## 100 1 1.638119e+00 -1.459875378 0.87711702 58.30520
## 101 1 -6.611586e-01 -1.459875378 0.87711702 58.63339
## 102 1 -2.403930e+00 -1.459875378 0.87711702 51.15056
## 103 1 -6.340918e+00 0.343020778 0.87711702 58.48849
## 104 1 6.676606e-01 0.343020778 0.87711702 45.79466
## 105 1 -4.356291e+00 0.343020778 0.87711702 46.88143
## 106 1 -3.489023e+00 0.343020778 0.87711702 50.97241
## 107 1 3.289038e+00 0.343020778 0.87711702 47.58932
## 108 1 2.482126e+00 0.343020778 0.87711702 41.51899
## 109 1 -1.097922e+00 0.343020778 0.87711702 49.89873
## 110 1 9.003514e-01 0.343020778 0.87711702 51.65831
## 111 1 2.345137e+00 0.343020778 0.87711702 50.43045
## 112 1 4.098105e+00 0.343020778 0.87711702 42.70121
## 113 1 3.011540e+00 0.343020778 0.87711702 48.09324
## 114 1 4.271674e-01 0.343020778 0.87711702 56.47945
## 115 1 -3.291023e+00 0.343020778 0.87711702 52.57436
## 116 1 1.252956e+00 0.343020778 0.87711702 43.72276
## 117 1 -2.146659e+00 0.343020778 0.87711702 53.60685
## 118 1 1.187842e+00 6.564279244 0.87711702 47.29206
## 119 1 5.828110e-01 6.564279244 0.87711702 60.50854
## 120 1 -7.188509e-01 6.564279244 0.87711702 40.79341
## 121 1 -2.321932e+00 6.564279244 0.87711702 49.50942
## 122 1 -4.650196e+00 6.564279244 0.87711702 56.51591
## 123 1 1.605176e-01 6.564279244 0.87711702 51.38595
## 124 1 -5.607241e+00 6.564279244 0.87711702 50.66439
## 125 1 -3.551640e+00 6.564279244 0.87711702 64.21618
## 126 1 -7.828241e-01 6.564279244 0.87711702 49.60254
## 127 1 -3.694047e+00 6.564279244 0.87711702 69.76971
## 128 1 -3.283539e+00 6.564279244 0.87711702 35.94622
## 129 1 -3.429754e+00 6.564279244 0.87711702 50.24460
## 130 1 1.568413e+00 6.564279244 0.87711702 54.88924
## 131 1 -3.344931e-01 6.564279244 0.87711702 45.48242
## 132 1 -5.972829e-01 6.564279244 0.87711702 50.55961
## 133 1 5.356760e+00 6.564279244 0.87711702 52.03279
## 134 1 -5.659345e+00 6.564279244 0.87711702 62.95606
## 135 1 2.371054e+00 6.564279244 0.87711702 55.36258
## 136 1 -1.893480e-01 6.564279244 0.87711702 58.70071
## 137 1 3.291900e+00 0.035528166 0.87711702 47.76312
## 138 1 -4.363476e-01 0.035528166 0.87711702 45.36549
## 139 1 -2.264359e+00 0.035528166 0.87711702 55.56799
## 140 1 1.252949e+00 0.035528166 0.87711702 49.92156
## 141 1 -3.203781e-01 0.035528166 0.87711702 57.30647
## 142 1 4.727401e+00 0.035528166 0.87711702 47.54910
## 143 1 -2.926513e-01 0.035528166 0.87711702 57.15809
## 144 1 3.027544e+00 0.035528166 0.87711702 48.93154
## 145 1 -5.821224e-02 0.035528166 0.87711702 61.77479
## 146 1 2.401727e-01 0.035528166 0.87711702 53.49682
## 147 1 2.648955e+00 0.035528166 0.87711702 50.90083
## 148 1 -7.663865e-02 0.035528166 0.87711702 41.54500
## 149 1 5.164027e+00 0.035528166 0.87711702 45.03284
## 150 1 3.784940e+00 0.035528166 0.87711702 55.86516
## 151 1 2.422904e+00 0.035528166 0.87711702 42.74124
## 152 1 -4.562945e+00 0.035528166 0.87711702 53.52446
## 153 1 -1.926545e+00 -0.670077309 0.87711702 37.19775
## 154 1 -3.365346e+00 -0.670077309 0.87711702 61.17828
## 155 1 4.988414e+00 -0.670077309 0.87711702 56.73737
## 156 1 -2.263033e+00 -0.670077309 0.87711702 47.01072
## 157 1 -3.349740e+00 -0.670077309 0.87711702 55.74399
## 158 1 -1.828719e+00 -0.670077309 0.87711702 54.45580
## 159 1 -3.801443e+00 -0.670077309 0.87711702 52.44456
## 160 1 1.168263e+00 -0.670077309 0.87711702 41.34222
## 161 1 1.161155e+00 -0.670077309 0.87711702 50.93213
## 162 1 4.456395e+00 -0.670077309 0.87711702 59.34196
## 163 1 -3.051268e+00 -0.670077309 0.87711702 44.33097
## 164 1 1.928023e+00 -0.670077309 0.87711702 52.33266
## 165 1 -9.612697e-01 -0.670077309 0.87711702 53.05066
## 166 1 8.228224e-01 -0.670077309 0.87711702 45.66390
## 167 1 6.018559e-01 -0.670077309 0.87711702 47.93188
## 168 1 2.279651e+00 -0.670077309 0.87711702 57.90188
## 169 1 -3.697165e-01 -0.670077309 0.87711702 55.47766
## 170 1 -1.820096e-01 -0.670077309 0.87711702 45.37159
## 171 1 2.216763e+00 -0.670077309 0.87711702 55.94783
## 172 1 3.136056e+00 -0.670077309 0.87711702 45.97700
## 173 1 3.778520e+00 -0.670077309 0.87711702 54.01033
## 174 1 -4.782089e+00 -0.670077309 0.87711702 45.95948
## 175 1 -1.208971e+00 -0.670077309 0.87711702 46.08455
## 176 1 -3.206948e+00 -0.670077309 0.87711702 38.57842
## 177 1 5.297881e-01 3.138411127 0.87711702 60.21693
## 178 1 2.812286e+00 3.138411127 0.87711702 56.12106
## 179 1 2.148249e+00 3.138411127 0.87711702 47.90362
## 180 1 -1.016664e+01 3.138411127 0.87711702 38.38595
## 181 1 -3.722021e+00 3.138411127 0.87711702 45.60624
## 182 1 -7.234298e+00 3.138411127 0.87711702 43.48277
## 183 1 2.346147e+00 3.138411127 0.87711702 41.09958
## 184 1 3.451668e+00 3.138411127 0.87711702 41.42909
## 185 1 -4.378156e+00 3.138411127 0.87711702 44.27204
## 186 1 -7.232340e+00 3.138411127 0.87711702 62.69077
## 187 1 4.574496e+00 3.138411127 0.87711702 56.94389
## 188 1 4.465972e+00 3.138411127 0.87711702 58.77200
## 189 1 -2.484902e-01 3.138411127 0.87711702 56.45285
## 190 1 3.779849e+00 3.138411127 0.87711702 39.42921
## 191 1 -2.104585e+00 3.138411127 0.87711702 57.70616
## 192 1 -5.098872e+00 3.138411127 0.87711702 56.70345
## 193 1 4.541028e+00 3.138411127 0.87711702 61.15714
## 194 1 2.954650e-01 3.138411127 0.87711702 49.44695
## 195 1 -3.551044e+00 3.138411127 0.87711702 55.20063
## 196 1 -3.881229e+00 3.138411127 0.87711702 51.66483
## 197 2 -4.122791e+00 -3.549377203 -0.61863968 71.59972
## 198 2 2.746840e+00 -3.549377203 -0.61863968 63.46120
## 199 2 2.797645e+00 -3.549377203 -0.61863968 50.25550
## 200 2 1.023537e+00 -3.549377203 -0.61863968 54.63215
## 201 2 3.128373e+00 -3.549377203 -0.61863968 42.74980
## 202 2 2.275706e+00 -3.549377203 -0.61863968 44.28348
## 203 2 1.468375e+00 -3.549377203 -0.61863968 42.17310
## 204 2 1.188007e+00 -3.549377203 -0.61863968 60.77293
## 205 2 5.608204e+00 -3.549377203 -0.61863968 57.38999
## 206 2 -4.793980e+00 -3.549377203 -0.61863968 33.39977
## 207 2 5.567348e-01 -3.549377203 -0.61863968 59.87698
## 208 2 -5.918383e-03 -3.549377203 -0.61863968 44.82599
## 209 2 3.150321e+00 -3.549377203 -0.61863968 44.21060
## 210 2 -4.778221e-01 -3.549377203 -0.61863968 53.42601
## 211 2 -3.533131e+00 -3.549377203 -0.61863968 49.36911
## 212 2 -4.106956e+00 -3.549377203 -0.61863968 55.96666
## 213 2 3.138807e+00 -3.549377203 -0.61863968 50.52404
## 214 2 5.270949e+00 -0.095502581 -0.61863968 54.97522
## 215 2 -1.872156e+00 -0.095502581 -0.61863968 58.89548
## 216 2 4.970113e-01 -0.095502581 -0.61863968 47.69291
## 217 2 1.310739e+00 -0.095502581 -0.61863968 50.07313
## 218 2 1.061673e+00 -0.095502581 -0.61863968 47.10116
## 219 2 -2.826803e-01 -0.095502581 -0.61863968 63.99175
## 220 2 2.922124e-01 -0.095502581 -0.61863968 50.95633
## 221 2 -1.008294e+00 -0.095502581 -0.61863968 47.19911
## 222 2 2.739628e+00 -0.095502581 -0.61863968 63.56298
## 223 2 -4.697308e+00 -0.095502581 -0.61863968 66.02144
## 224 2 -1.707889e+00 -0.095502581 -0.61863968 59.75570
## 225 2 -3.770784e+00 -0.095502581 -0.61863968 49.09201
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## 494 3 -2.723145e+00 2.255024586 -1.55370112 48.52466
## 495 3 -4.240396e+00 2.255024586 -1.55370112 52.82968
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## 499 3 -9.653468e-01 2.255024586 -1.55370112 63.72417
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## 502 3 1.540866e+00 2.255024586 -1.55370112 44.15058
## 503 3 -3.343210e+00 2.255024586 -1.55370112 46.48236
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## 505 3 4.633828e-01 2.255024586 -1.55370112 55.76588
## 506 3 1.190002e-02 2.255024586 -1.55370112 50.75887
## 507 3 2.337648e+00 2.255024586 -1.55370112 43.99791
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## 509 3 -5.045117e+00 -1.841827663 -1.55370112 61.02292
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## 511 3 -3.068088e+00 -1.841827663 -1.55370112 56.85844
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## 513 3 -1.678399e+00 -1.841827663 -1.55370112 64.70099
## 514 3 -5.321115e+00 -1.841827663 -1.55370112 41.12447
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## 518 3 -5.360455e-01 -1.841827663 -1.55370112 44.46323
## 519 3 -4.442133e-01 -1.841827663 -1.55370112 53.21654
## 520 3 3.187250e+00 -1.841827663 -1.55370112 58.73324
## 521 3 -3.770220e+00 -1.841827663 -1.55370112 57.00765
## 522 3 -2.452792e+00 -1.841827663 -1.55370112 51.21398
## 523 3 -3.032213e-01 -1.841827663 -1.55370112 69.09505
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## 527 3 1.304386e+00 -1.841827663 -1.55370112 52.17811
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## 529 3 1.171942e+00 -1.841827663 -1.55370112 52.07920
## 530 3 -2.010395e+00 -1.841827663 -1.55370112 58.48834
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## 532 3 -5.407135e-01 -1.841827663 -1.55370112 44.66885
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## 534 3 -1.078422e+00 2.182240146 -1.55370112 65.23878
## 535 3 -5.995920e-02 2.182240146 -1.55370112 30.04436
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## 540 3 -6.234205e+00 2.182240146 -1.55370112 39.42393
## 541 3 -2.918865e-01 2.182240146 -1.55370112 54.99585
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## 543 3 1.394379e+00 2.182240146 -1.55370112 61.08103
## 544 3 3.585884e-01 2.182240146 -1.55370112 50.50671
## 545 3 -1.712349e+00 2.182240146 -1.55370112 37.58536
## 546 3 3.220650e+00 2.182240146 -1.55370112 41.80415
## 547 3 -5.333389e+00 2.182240146 -1.55370112 41.80881
## 548 3 1.026052e+00 2.182240146 -1.55370112 45.89780
## 549 3 -7.293072e-01 2.182240146 -1.55370112 44.86284
## 550 3 -3.166955e+00 2.182240146 -1.55370112 49.40577
## 551 3 -3.960353e+00 2.182240146 -1.55370112 55.39071
## 552 3 1.108093e+00 2.182240146 -1.55370112 47.80017
## 553 3 4.467836e-01 2.182240146 -1.55370112 42.09469
## 554 3 6.170725e-01 2.182240146 -1.55370112 53.57281
## 555 3 -4.559329e+00 2.439772469 -1.55370112 47.69773
## 556 3 2.585744e+00 2.439772469 -1.55370112 59.26697
## 557 3 -3.732791e+00 2.439772469 -1.55370112 53.92535
## 558 3 -3.782026e-01 2.439772469 -1.55370112 51.36912
## 559 3 -1.723238e-02 2.439772469 -1.55370112 28.31343
## 560 3 1.775642e+00 2.439772469 -1.55370112 49.73476
## 561 3 3.545345e+00 2.439772469 -1.55370112 72.57354
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## 563 3 2.820996e-01 2.439772469 -1.55370112 55.89770
## 564 3 -6.918565e-01 2.439772469 -1.55370112 37.83817
## 565 3 -5.413121e+00 2.439772469 -1.55370112 59.14703
## 566 3 4.360927e+00 2.439772469 -1.55370112 39.85620
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## 568 3 -2.594143e-01 2.439772469 -1.55370112 35.46599
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## 570 3 -7.515987e-01 2.439772469 -1.55370112 43.51315
## 571 3 -5.927367e+00 2.439772469 -1.55370112 41.43661
## 572 3 -4.145048e-01 2.439772469 -1.55370112 37.42882
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## 575 3 -7.046234e-01 2.439772469 -1.55370112 51.19094
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## 577 3 -1.426375e+00 1.497919920 -1.55370112 54.70474
## 578 3 -6.118640e+00 1.497919920 -1.55370112 66.09843
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## 580 3 -1.625145e+00 1.497919920 -1.55370112 41.40960
## 581 3 -2.451503e+00 1.497919920 -1.55370112 55.17116
## 582 3 -9.028001e+00 1.497919920 -1.55370112 51.91110
## 583 3 4.790635e+00 1.497919920 -1.55370112 62.24461
## 584 3 -2.293741e+00 1.497919920 -1.55370112 43.51888
## 585 3 3.250375e-01 1.497919920 -1.55370112 53.03629
## 586 3 5.217222e+00 1.497919920 -1.55370112 46.05514
## 587 3 8.514853e+00 1.497919920 -1.55370112 48.68678
## 588 3 3.269589e+00 1.497919920 -1.55370112 64.74946
## 589 3 -7.543862e+00 1.497919920 -1.55370112 52.17161
## 590 3 -2.434202e+00 1.497919920 -1.55370112 46.48195
## 591 4 -4.051539e+00 -6.021950436 0.08358124 55.26302
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## 593 4 4.048636e+00 -6.021950436 0.08358124 42.12300
## 594 4 -1.868938e+00 -6.021950436 0.08358124 59.87941
## 595 4 -2.408211e+00 -6.021950436 0.08358124 37.09415
## 596 4 -5.466433e+00 -6.021950436 0.08358124 61.38601
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## 598 4 -2.606312e+00 -6.021950436 0.08358124 39.93245
## 599 4 3.387123e+00 -6.021950436 0.08358124 45.57352
## 600 4 -1.017157e+00 -6.021950436 0.08358124 55.26165
## 601 4 -2.597196e+00 -6.021950436 0.08358124 50.30247
## 602 4 2.014195e+00 -6.021950436 0.08358124 52.34232
## 603 4 -8.156578e-01 -6.021950436 0.08358124 46.28455
## 604 4 -2.483077e+00 -6.021950436 0.08358124 52.50373
## 605 4 -4.316868e-01 -6.021950436 0.08358124 44.98850
## 606 4 1.498406e+00 -6.021950436 0.08358124 40.18114
## 607 4 -1.393747e+00 -6.021950436 0.08358124 49.14038
## 608 4 -3.270651e+00 -6.021950436 0.08358124 46.72530
## 609 4 -1.944965e+00 -6.021950436 0.08358124 61.50057
## 610 4 1.670589e-01 -1.216928989 0.08358124 47.62482
## 611 4 7.965261e-01 -1.216928989 0.08358124 61.72236
## 612 4 3.664258e+00 -1.216928989 0.08358124 47.02561
## 613 4 -9.995379e-01 -1.216928989 0.08358124 40.24652
## 614 4 -3.763385e+00 -1.216928989 0.08358124 53.93557
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## 616 4 7.870593e-01 -1.216928989 0.08358124 55.82501
## 617 4 -1.252642e-01 -1.216928989 0.08358124 52.00288
## 618 4 6.143681e-01 -1.216928989 0.08358124 49.04942
## 619 4 -2.776768e+00 -1.216928989 0.08358124 59.22405
## 620 4 -8.280086e-01 -1.216928989 0.08358124 65.12215
## 621 4 2.056098e-01 -1.216928989 0.08358124 55.64068
## 622 4 2.645750e+00 -1.216928989 0.08358124 56.49124
## 623 4 -2.125874e+00 -1.216928989 0.08358124 59.83334
## 624 4 6.763878e+00 -1.216928989 0.08358124 36.29224
## 625 4 -5.436319e+00 -1.216928989 0.08358124 54.41573
## 626 4 1.319568e+00 -1.216928989 0.08358124 50.18883
## 627 4 -2.444292e+00 -1.216928989 0.08358124 48.03626
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## 629 4 8.738729e-01 -1.216928989 0.08358124 65.36147
## 630 4 -2.422547e+00 -1.216928989 0.08358124 45.80154
## 631 4 -2.687132e+00 -0.395700687 0.08358124 35.16851
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## 634 4 2.194374e+00 -0.395700687 0.08358124 46.92360
## 635 4 7.297934e+00 -0.395700687 0.08358124 56.94733
## 636 4 2.002539e+00 -0.395700687 0.08358124 49.46462
## 637 4 3.734248e+00 -0.395700687 0.08358124 51.38301
## 638 4 -2.013725e+00 -0.395700687 0.08358124 47.94274
## 639 4 -2.785557e+00 -0.395700687 0.08358124 55.72844
## 640 4 1.671706e+00 -0.395700687 0.08358124 38.51312
## 641 4 4.507971e-01 -0.395700687 0.08358124 52.75342
## 642 4 -5.838138e+00 -0.395700687 0.08358124 44.48922
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## 644 4 3.461840e+00 -0.395700687 0.08358124 35.03097
## 645 4 2.524919e+00 -0.395700687 0.08358124 57.14864
## 646 4 1.251529e+00 -2.018140383 0.08358124 56.72015
## 647 4 1.319396e+00 -2.018140383 0.08358124 51.70985
## 648 4 7.324580e-01 -2.018140383 0.08358124 57.02674
## 649 4 9.522781e-01 -2.018140383 0.08358124 59.01152
## 650 4 2.616933e+00 -2.018140383 0.08358124 40.28133
## 651 4 -6.192417e+00 -2.018140383 0.08358124 51.44751
## 652 4 1.324040e+00 -2.018140383 0.08358124 52.32368
## 653 4 -6.479987e-01 -2.018140383 0.08358124 45.04958
## 654 4 -6.543558e-01 -2.018140383 0.08358124 46.20183
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## 656 4 4.226078e+00 -2.018140383 0.08358124 51.07499
## 657 4 1.451459e+00 -2.018140383 0.08358124 51.41622
## 658 4 1.183640e-01 -2.018140383 0.08358124 59.85835
## 659 4 3.912605e-01 -2.018140383 0.08358124 47.76378
## 660 4 -3.047251e+00 -2.018140383 0.08358124 46.81634
## 661 4 -8.099842e+00 -2.018140383 0.08358124 53.45861
## 662 4 -9.948579e-01 -2.018140383 0.08358124 44.65688
## 663 4 -1.790143e+00 -2.018140383 0.08358124 55.27199
## 664 4 -5.909576e+00 -2.018140383 0.08358124 57.54574
## 665 4 -2.902072e+00 -2.018140383 0.08358124 54.56851
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## 667 4 -3.567036e-01 -2.018140383 0.08358124 56.11947
## 668 4 2.583541e+00 -2.018140383 0.08358124 62.98496
## 669 4 -3.895908e+00 -2.018140383 0.08358124 49.52113
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## 671 4 -2.173909e+00 2.546701778 0.08358124 47.29650
## 672 4 -1.392618e-01 2.546701778 0.08358124 50.45204
## 673 4 1.576465e+00 2.546701778 0.08358124 53.07929
## 674 4 -2.525683e+00 2.546701778 0.08358124 60.52127
## 675 4 1.145251e+00 2.546701778 0.08358124 36.91722
## 676 4 -1.055919e+01 2.546701778 0.08358124 37.74259
## 677 4 -4.169959e+00 2.546701778 0.08358124 44.45744
## 678 4 4.494276e-01 2.546701778 0.08358124 46.32318
## 679 4 2.409206e-01 2.546701778 0.08358124 39.33848
## 680 4 -8.410321e-01 2.546701778 0.08358124 51.15870
## 681 4 -4.705157e+00 2.546701778 0.08358124 36.51665
## 682 4 -1.435753e+00 2.546701778 0.08358124 33.11936
## 683 4 5.205121e+00 2.546701778 0.08358124 54.27558
## 684 4 -6.355813e-01 2.546701778 0.08358124 64.79596
## 685 4 6.471700e+00 2.546701778 0.08358124 57.17161
## 686 4 -1.377166e+00 1.667221902 0.08358124 49.31982
## 687 4 -5.460924e-01 1.667221902 0.08358124 49.12142
## 688 4 1.332285e+00 1.667221902 0.08358124 60.13682
## 689 4 3.416067e+00 1.667221902 0.08358124 59.93225
## 690 4 6.428624e+00 1.667221902 0.08358124 61.37981
## 691 4 -6.975498e-01 1.667221902 0.08358124 55.67797
## 692 4 -1.650633e+00 1.667221902 0.08358124 48.90797
## 693 4 -1.865159e+00 1.667221902 0.08358124 56.01148
## 694 4 1.084947e+00 1.667221902 0.08358124 64.82119
## 695 4 3.910164e-01 1.667221902 0.08358124 52.21336
## 696 4 -7.248443e+00 1.667221902 0.08358124 52.45817
## 697 4 -1.465051e+00 1.667221902 0.08358124 44.89148
## 698 4 -2.254508e+00 1.667221902 0.08358124 67.00753
## 699 4 -3.535017e+00 1.667221902 0.08358124 49.67981
## 700 4 3.872061e+00 1.667221902 0.08358124 53.86922
## 701 4 1.675439e+00 1.667221902 0.08358124 57.93550
## 702 4 -1.373579e+00 1.667221902 0.08358124 47.19598
## 703 4 -8.646565e-01 1.328749840 0.08358124 58.40175
## 704 4 2.622450e+00 1.328749840 0.08358124 53.73433
## 705 4 -1.752910e+00 1.328749840 0.08358124 41.30278
## 706 4 4.666546e+00 1.328749840 0.08358124 59.92452
## 707 4 5.628528e-01 1.328749840 0.08358124 42.06347
## 708 4 1.050364e+00 1.328749840 0.08358124 55.83018
## 709 4 3.499855e-01 1.328749840 0.08358124 55.11940
## 710 4 2.386933e+00 1.328749840 0.08358124 39.21506
## 711 4 -5.864433e+00 1.328749840 0.08358124 47.84081
## 712 4 -1.084494e+01 1.328749840 0.08358124 43.35350
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## 715 4 -1.325589e+00 1.328749840 0.08358124 40.95007
## 716 4 -6.552584e+00 1.328749840 0.08358124 46.66019
## 717 4 -2.654475e-01 1.328749840 0.08358124 59.71838
## 718 4 -5.425497e+00 1.328749840 0.08358124 42.43518
## 719 4 -5.368009e+00 1.328749840 0.08358124 43.96434
## 720 4 -3.816525e+00 1.328749840 0.08358124 48.86576
## 721 4 1.699804e+00 1.328749840 0.08358124 43.62468
## 722 4 1.779773e+00 1.328749840 0.08358124 55.28392
## 723 4 -5.491433e-01 1.328749840 0.08358124 65.99976
## 724 4 -2.172249e-01 1.328749840 0.08358124 56.87351
## 725 4 1.569451e+00 1.328749840 0.08358124 57.56638
## 726 4 7.309503e-01 1.328749840 0.08358124 57.36383
## 727 4 -2.636665e+00 0.711563752 0.08358124 48.43836
## 728 4 6.661162e-01 0.711563752 0.08358124 32.80194
## 729 4 1.027944e+00 0.711563752 0.08358124 36.33642
## 730 4 -2.031785e-01 0.711563752 0.08358124 44.92130
## 731 4 -1.991297e+00 0.711563752 0.08358124 45.29994
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## 733 4 -7.439410e+00 0.711563752 0.08358124 49.28129
## 734 4 -1.604630e+00 0.711563752 0.08358124 57.43992
## 735 4 1.060448e+00 0.711563752 0.08358124 44.76242
## 736 4 7.755674e+00 0.711563752 0.08358124 51.36491
## 737 4 1.736075e+00 0.711563752 0.08358124 44.71382
## 738 4 3.048946e+00 0.711563752 0.08358124 63.61926
## 739 4 -3.686785e+00 0.711563752 0.08358124 60.59709
## 740 4 -4.908454e-01 0.711563752 0.08358124 39.27504
## 741 4 1.377118e-01 0.711563752 0.08358124 55.71980
## 742 4 2.063971e+00 0.711563752 0.08358124 49.60868
## 743 4 2.051613e+00 0.711563752 0.08358124 53.67787
## 744 4 -7.807932e+00 0.711563752 0.08358124 45.05661
## 745 4 2.070406e+00 -3.611666215 0.08358124 46.19301
## 746 4 8.108451e-01 -3.611666215 0.08358124 46.23494
## 747 4 -4.618946e+00 -3.611666215 0.08358124 64.27294
## 748 4 1.117658e+00 -3.611666215 0.08358124 33.40134
## 749 4 4.776364e+00 -3.611666215 0.08358124 42.20250
## 750 4 -1.113695e+00 -3.611666215 0.08358124 50.08383
## 751 4 -3.492241e+00 -3.611666215 0.08358124 49.86101
## 752 4 5.809222e+00 -3.611666215 0.08358124 50.62237
## 753 4 -1.680250e+00 -3.611666215 0.08358124 32.27965
## 754 4 2.481533e-01 -3.611666215 0.08358124 37.95075
## 755 4 4.380514e+00 -3.611666215 0.08358124 61.44674
## 756 4 1.276314e+00 -3.611666215 0.08358124 47.63129
## 757 4 4.720669e+00 -3.611666215 0.08358124 51.20524
## 758 4 -3.128005e+00 -3.611666215 0.08358124 41.25216
## 759 4 1.575715e+00 -3.611666215 0.08358124 50.40222
## 760 4 5.597628e+00 -3.611666215 0.08358124 49.72050
## 761 4 -1.450537e+00 -3.611666215 0.08358124 49.41950
## 762 4 2.123406e+00 -3.611666215 0.08358124 47.81125
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## 1022 6 -5.668501e-01 -0.718972741 -2.92628022 51.78572
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## 1290 7 -1.519731e+00 1.389045882 -1.92689180 47.63983
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## 1334 7 -6.447752e-01 2.259730950 -1.92689180 41.00576
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## 1337 7 -1.761750e+00 2.259730950 -1.92689180 42.03083
## 1338 7 1.494594e+00 2.259730950 -1.92689180 44.83376
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## 1343 7 2.384362e+00 2.259730950 -1.92689180 57.47427
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## 1346 7 -3.665128e+00 2.259730950 -1.92689180 43.11649
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## 1348 7 -4.418065e+00 0.710639609 -1.92689180 43.00662
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## 1351 7 -3.324757e+00 0.710639609 -1.92689180 53.20185
## 1352 7 3.884617e+00 0.710639609 -1.92689180 43.74510
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## 1354 7 -2.848635e+00 0.710639609 -1.92689180 55.02971
## 1355 7 1.261009e+00 0.710639609 -1.92689180 64.88339
## 1356 7 -1.439283e+00 0.710639609 -1.92689180 49.22644
## 1357 7 1.252033e+00 0.710639609 -1.92689180 40.68867
## 1358 7 -3.866247e+00 0.710639609 -1.92689180 54.79229
## 1359 7 -7.065174e+00 0.710639609 -1.92689180 54.17647
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## 1361 7 -3.601726e+00 0.710639609 -1.92689180 49.08347
## 1362 7 -1.031667e+00 0.710639609 -1.92689180 54.05210
## 1363 7 5.307476e+00 0.710639609 -1.92689180 63.80448
## 1364 7 2.046694e+00 0.710639609 -1.92689180 43.33146
## 1365 7 -6.936147e+00 0.710639609 -1.92689180 47.77770
## 1366 7 3.101209e+00 0.710639609 -1.92689180 49.92609
## 1367 7 2.491918e+00 0.710639609 -1.92689180 55.85429
## 1368 7 -2.602618e+00 0.710639609 -1.92689180 55.96398
## 1369 7 -4.106313e+00 0.710639609 -1.92689180 50.48464
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## 1374 8 -5.123609e+00 2.994645100 0.40485047 51.06283
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## 1377 8 2.089707e+00 2.994645100 0.40485047 38.10893
## 1378 8 4.704882e+00 2.994645100 0.40485047 51.63107
## 1379 8 1.814605e+00 2.994645100 0.40485047 45.08753
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## 1383 8 -2.465486e+00 2.994645100 0.40485047 40.86816
## 1384 8 -2.909690e+00 2.994645100 0.40485047 38.12984
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## 1386 8 -3.551256e+00 2.994645100 0.40485047 54.19830
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## 1388 8 -2.565299e-01 2.994645100 0.40485047 44.65736
## 1389 8 -9.784671e-01 0.462483476 0.40485047 46.71947
## 1390 8 3.381027e+00 0.462483476 0.40485047 62.47331
## 1391 8 -3.230076e+00 0.462483476 0.40485047 51.23192
## 1392 8 4.323315e+00 0.462483476 0.40485047 52.24777
## 1393 8 3.434098e-01 0.462483476 0.40485047 47.08603
## 1394 8 -2.123484e+00 0.462483476 0.40485047 42.84332
## 1395 8 3.461506e+00 0.462483476 0.40485047 49.52558
## 1396 8 -5.879520e+00 0.462483476 0.40485047 62.33099
## 1397 8 -1.002529e+00 0.462483476 0.40485047 59.53538
## 1398 8 2.915202e+00 0.462483476 0.40485047 40.64308
## 1399 8 5.543096e-01 0.462483476 0.40485047 59.46546
## 1400 8 3.933821e+00 0.462483476 0.40485047 49.20730
## 1401 8 5.958327e+00 0.462483476 0.40485047 43.83492
## 1402 8 -4.102939e+00 0.462483476 0.40485047 42.65216
## 1403 8 -1.204065e+00 0.462483476 0.40485047 39.92532
## 1404 8 2.213436e+00 0.462483476 0.40485047 48.94337
## 1405 8 -2.870521e+00 0.462483476 0.40485047 39.35733
## 1406 8 -4.841683e+00 0.462483476 0.40485047 58.13623
## 1407 8 9.342602e-01 0.462483476 0.40485047 48.74621
## 1408 8 -3.800210e+00 0.462483476 0.40485047 62.49702
## 1409 8 1.344167e+00 0.462483476 0.40485047 59.68149
## 1410 8 -3.683334e+00 0.208787470 0.40485047 56.32006
## 1411 8 -5.749880e+00 0.208787470 0.40485047 52.23916
## 1412 8 4.206144e-01 0.208787470 0.40485047 53.80487
## 1413 8 4.491695e+00 0.208787470 0.40485047 44.60617
## 1414 8 5.504376e+00 0.208787470 0.40485047 46.25468
## 1415 8 -3.460324e+00 0.208787470 0.40485047 38.00971
## 1416 8 -7.806029e-01 0.208787470 0.40485047 56.74271
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## 1418 8 -3.512804e+00 0.208787470 0.40485047 49.20436
## 1419 8 -6.236672e+00 0.208787470 0.40485047 63.31621
## 1420 8 -1.713900e+00 0.208787470 0.40485047 58.97582
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## 1422 8 2.112504e+00 0.208787470 0.40485047 57.28934
## 1423 8 1.242384e+00 0.208787470 0.40485047 64.56637
## 1424 8 7.773507e+00 0.208787470 0.40485047 35.58197
## 1425 8 8.815658e-01 0.208787470 0.40485047 39.06914
## 1426 8 2.642427e+00 0.208787470 0.40485047 54.01752
## 1427 8 2.981075e+00 0.208787470 0.40485047 48.39007
## 1428 8 -6.576081e+00 0.208787470 0.40485047 44.21124
## 1429 8 -4.378819e+00 0.208787470 0.40485047 53.72838
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## 1431 8 -3.489153e+00 -1.568817197 0.40485047 61.35429
## 1432 8 2.057745e+00 -1.568817197 0.40485047 49.93648
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## 1441 8 -9.056983e+00 -1.568817197 0.40485047 48.29733
## 1442 8 -3.150271e-02 -1.568817197 0.40485047 58.22152
## 1443 8 -9.360915e-01 -1.568817197 0.40485047 39.48428
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## 1449 8 -5.023471e+00 -1.568817197 0.40485047 49.20839
## 1450 8 -2.123307e+00 -1.568817197 0.40485047 60.71629
## 1451 8 -7.068346e-02 -1.568817197 0.40485047 43.18019
## 1452 8 -4.661475e+00 -1.568817197 0.40485047 50.58387
## 1453 8 -1.114857e+00 -1.568817197 0.40485047 44.17972
## 1454 8 5.167977e+00 -1.701409212 0.40485047 67.76882
## 1455 8 -1.359244e+00 -1.701409212 0.40485047 61.37071
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## 1457 8 -4.652943e+00 -1.701409212 0.40485047 52.32366
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## 1459 8 -2.660663e+00 -1.701409212 0.40485047 48.38035
## 1460 8 1.009640e+00 -1.701409212 0.40485047 62.20366
## 1461 8 3.768351e+00 -1.701409212 0.40485047 57.99758
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## 1468 8 -2.266652e+00 -1.701409212 0.40485047 63.34891
## 1469 8 -2.374247e+00 -1.701409212 0.40485047 48.06312
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## 1475 8 -2.313254e-01 -2.369348318 0.40485047 48.95658
## 1476 8 -1.218067e+00 -2.369348318 0.40485047 55.00923
## 1477 8 -2.998326e+00 -2.369348318 0.40485047 44.07394
## 1478 8 6.472563e-01 -2.369348318 0.40485047 49.73232
## 1479 8 2.985860e+00 -2.369348318 0.40485047 51.19840
## 1480 8 1.565357e-01 -2.369348318 0.40485047 49.20794
## 1481 8 3.786140e+00 -2.369348318 0.40485047 52.43567
## 1482 8 3.013391e+00 -2.369348318 0.40485047 45.50254
## 1483 8 -3.015399e+00 -2.369348318 0.40485047 51.69797
## 1484 8 5.259184e+00 -2.369348318 0.40485047 51.31472
## 1485 8 5.188508e-01 -1.641175221 0.40485047 56.30201
## 1486 8 4.449036e-01 -1.641175221 0.40485047 55.83306
## 1487 8 2.958420e+00 -1.641175221 0.40485047 49.27862
## 1488 8 -1.642502e+00 -1.641175221 0.40485047 54.65272
## 1489 8 -1.120601e+00 -1.641175221 0.40485047 59.47819
## 1490 8 -1.394026e+00 -1.641175221 0.40485047 55.67817
## 1491 8 -1.589547e-01 -1.641175221 0.40485047 41.81980
## 1492 8 3.903425e+00 -1.641175221 0.40485047 47.38603
## 1493 8 1.824025e+00 -1.641175221 0.40485047 48.72371
## 1494 8 6.109230e-01 -1.641175221 0.40485047 50.95530
## 1495 8 -4.137185e+00 -1.641175221 0.40485047 48.72275
## 1496 8 -3.334639e+00 -1.641175221 0.40485047 43.24088
## 1497 8 5.039150e+00 -1.641175221 0.40485047 63.41135
## 1498 8 2.306508e-01 -1.641175221 0.40485047 54.37414
## 1499 8 1.623707e+00 -1.641175221 0.40485047 69.47247
## 1500 8 -2.016340e+00 -1.641175221 0.40485047 48.40788
## 1501 8 4.573144e+00 -1.641175221 0.40485047 56.74740
## 1502 8 2.730621e+00 -1.641175221 0.40485047 64.49227
## 1503 8 4.516050e-01 -1.641175221 0.40485047 52.45895
## 1504 8 -2.984127e+00 -1.641175221 0.40485047 58.88622
## 1505 8 1.534979e+00 -1.641175221 0.40485047 41.46789
## 1506 8 5.684125e-01 -1.641175221 0.40485047 53.33743
## 1507 8 -3.646288e+00 -1.641175221 0.40485047 55.30695
## 1508 8 -1.222367e+00 0.629565151 0.40485047 47.40508
## 1509 8 -2.274552e+00 0.629565151 0.40485047 38.55109
## 1510 8 -1.478417e+00 0.629565151 0.40485047 56.80313
## 1511 8 3.022166e-01 0.629565151 0.40485047 60.21545
## 1512 8 1.320498e-01 0.629565151 0.40485047 55.32321
## 1513 8 -6.899653e-01 0.629565151 0.40485047 46.50183
## 1514 8 1.905693e+00 0.629565151 0.40485047 39.78030
## 1515 8 -1.519993e+00 0.629565151 0.40485047 40.90528
## 1516 8 2.437486e+00 0.629565151 0.40485047 33.01689
## 1517 8 4.128918e+00 0.629565151 0.40485047 50.79422
## 1518 8 -4.197271e+00 0.629565151 0.40485047 45.64159
## 1519 8 5.987421e+00 0.629565151 0.40485047 39.04626
## 1520 8 -2.034952e+00 0.629565151 0.40485047 50.60115
## 1521 8 2.672739e+00 0.629565151 0.40485047 42.30106
## 1522 8 -5.835231e-01 0.629565151 0.40485047 40.99601
## 1523 8 2.606034e+00 0.629565151 0.40485047 48.49618
## 1524 8 -6.627048e-02 0.629565151 0.40485047 47.92968
## 1525 8 3.623231e+00 0.629565151 0.40485047 44.74384
## 1526 8 9.037654e-01 0.629565151 0.40485047 47.33708
## 1527 8 -6.972578e+00 0.629565151 0.40485047 46.16901
## 1528 8 2.211074e+00 0.629565151 0.40485047 46.54311
## 1529 8 1.797909e+00 0.629565151 0.40485047 45.50555
## 1530 8 3.878073e-01 0.629565151 0.40485047 57.89259
## 1531 8 -3.817027e+00 0.629565151 0.40485047 36.99155
## 1532 8 -1.220780e+00 0.629565151 0.40485047 41.05358
## 1533 8 8.524416e-01 -2.957433043 0.40485047 38.93701
## 1534 8 2.773657e+00 -2.957433043 0.40485047 41.16892
## 1535 8 5.526570e+00 -2.957433043 0.40485047 47.49596
## 1536 8 -9.001813e-02 -2.957433043 0.40485047 57.43510
## 1537 8 -1.539005e+00 -2.957433043 0.40485047 63.31391
## 1538 8 2.163315e+00 -2.957433043 0.40485047 66.10418
## 1539 8 -2.697202e+00 -2.957433043 0.40485047 35.98722
## 1540 8 6.666648e+00 -2.957433043 0.40485047 47.95284
## 1541 8 -2.179180e-01 -2.957433043 0.40485047 61.21138
## 1542 8 4.415076e-01 -2.957433043 0.40485047 47.00722
## 1543 8 2.029193e+00 -2.957433043 0.40485047 66.02618
## 1544 8 7.773296e+00 -2.957433043 0.40485047 38.55184
## 1545 8 -2.813516e+00 -2.957433043 0.40485047 39.52968
## 1546 8 -1.411730e+00 -2.957433043 0.40485047 51.27482
## 1547 8 2.609062e+00 -2.957433043 0.40485047 28.19781
## 1548 8 2.824167e+00 -2.957433043 0.40485047 53.48816
## 1549 8 -2.039508e+00 -2.957433043 0.40485047 60.17120
## 1550 8 7.130389e+00 4.475986534 0.40485047 46.67073
## 1551 8 -1.614242e+00 4.475986534 0.40485047 43.21343
## 1552 8 5.295395e-01 4.475986534 0.40485047 66.89712
## 1553 8 -7.083301e-01 4.475986534 0.40485047 66.44600
## 1554 8 -4.635605e-01 4.475986534 0.40485047 43.31037
## 1555 8 -3.082337e+00 4.475986534 0.40485047 46.92827
## 1556 8 1.004139e+00 4.475986534 0.40485047 40.66775
## 1557 8 6.845278e-01 4.475986534 0.40485047 47.59810
## 1558 8 2.445896e-01 4.475986534 0.40485047 42.89364
## 1559 8 5.152692e-01 4.475986534 0.40485047 49.55108
## 1560 8 7.198533e+00 4.475986534 0.40485047 40.59454
## 1561 8 2.186873e+00 4.475986534 0.40485047 46.22376
## 1562 8 -9.913563e-01 4.475986534 0.40485047 44.59102
## 1563 8 -3.056777e+00 4.475986534 0.40485047 52.32380
## 1564 8 4.941474e+00 4.475986534 0.40485047 50.83760
## 1565 9 -2.855365e+00 1.328113999 1.20963581 64.16975
## 1566 9 -1.122818e+00 1.328113999 1.20963581 52.43922
## 1567 9 5.455148e-01 1.328113999 1.20963581 36.43192
## 1568 9 3.401580e+00 1.328113999 1.20963581 54.35581
## 1569 9 4.057916e+00 1.328113999 1.20963581 48.53871
## 1570 9 2.910972e+00 1.328113999 1.20963581 39.52126
## 1571 9 2.130430e+00 1.328113999 1.20963581 59.24348
## 1572 9 2.286972e+00 1.328113999 1.20963581 59.13721
## 1573 9 -5.626437e-01 1.328113999 1.20963581 46.36602
## 1574 9 2.283089e+00 1.328113999 1.20963581 45.89597
## 1575 9 -1.771864e-01 1.328113999 1.20963581 40.93486
## 1576 9 -5.139668e-01 1.328113999 1.20963581 42.25681
## 1577 9 1.644943e+00 1.328113999 1.20963581 50.29835
## 1578 9 -6.950521e+00 1.328113999 1.20963581 49.46508
## 1579 9 -2.251137e+00 1.328113999 1.20963581 41.25135
## 1580 9 -1.330452e+00 1.328113999 1.20963581 61.80661
## 1581 9 -1.979126e+00 1.328113999 1.20963581 50.97244
## 1582 9 -3.275102e-01 1.328113999 1.20963581 52.36759
## 1583 9 1.214482e+00 1.328113999 1.20963581 44.15210
## 1584 9 5.599892e+00 1.328113999 1.20963581 61.91947
## 1585 9 2.469705e+00 1.328113999 1.20963581 38.28103
## 1586 9 -3.165803e+00 1.328113999 1.20963581 70.19443
## 1587 9 -4.303666e+00 1.328113999 1.20963581 56.76337
## 1588 9 2.473118e+00 1.328113999 1.20963581 66.41383
## 1589 9 -5.597198e+00 1.328113999 1.20963581 54.12539
## 1590 9 -2.889477e+00 -1.937765439 1.20963581 55.64413
## 1591 9 2.238694e+00 -1.937765439 1.20963581 59.19150
## 1592 9 -7.454898e+00 -1.937765439 1.20963581 42.87441
## 1593 9 2.019375e+00 -1.937765439 1.20963581 60.80368
## 1594 9 -3.299733e+00 -1.937765439 1.20963581 53.46225
## 1595 9 1.242735e+00 -1.937765439 1.20963581 61.66288
## 1596 9 -2.915126e+00 -1.937765439 1.20963581 68.97118
## 1597 9 2.997003e-01 -1.937765439 1.20963581 47.58821
## 1598 9 2.532937e+00 -1.937765439 1.20963581 56.10834
## 1599 9 8.704575e+00 -1.937765439 1.20963581 62.62000
## 1600 9 2.788435e+00 -1.937765439 1.20963581 59.61707
## 1601 9 -2.783643e+00 -1.937765439 1.20963581 62.70837
## 1602 9 2.301206e+00 -1.937765439 1.20963581 55.19201
## 1603 9 -1.419214e+00 -1.937765439 1.20963581 41.00306
## 1604 9 3.954340e-01 -1.937765439 1.20963581 59.80525
## 1605 9 4.656783e+00 -1.937765439 1.20963581 42.10318
## 1606 9 -3.431868e+00 -1.937765439 1.20963581 53.03182
## 1607 9 2.795488e+00 -1.937765439 1.20963581 74.48647
## 1608 9 1.064985e+00 -1.937765439 1.20963581 56.43636
## 1609 9 -3.345531e+00 -1.937765439 1.20963581 38.69905
## 1610 9 5.226646e-02 -1.937765439 1.20963581 46.96674
## 1611 9 -3.045606e+00 3.990360842 1.20963581 44.49737
## 1612 9 -2.879025e+00 3.990360842 1.20963581 38.00584
## 1613 9 5.800696e-01 3.990360842 1.20963581 60.89232
## 1614 9 5.310770e+00 3.990360842 1.20963581 34.43359
## 1615 9 1.175597e+00 3.990360842 1.20963581 58.05743
## 1616 9 3.945032e+00 3.990360842 1.20963581 60.48776
## 1617 9 -5.649461e-01 3.990360842 1.20963581 38.87801
## 1618 9 5.072827e+00 3.990360842 1.20963581 61.28802
## 1619 9 7.823700e-01 3.990360842 1.20963581 49.53693
## 1620 9 1.698464e+00 3.990360842 1.20963581 43.55938
## 1621 9 -1.131396e+00 3.990360842 1.20963581 55.31894
## 1622 9 -1.699023e+00 3.990360842 1.20963581 55.04284
## 1623 9 2.647733e+00 3.990360842 1.20963581 60.15738
## 1624 9 -2.620033e-01 3.990360842 1.20963581 48.82739
## 1625 9 4.037301e-01 3.990360842 1.20963581 38.17956
## 1626 9 2.493505e+00 3.990360842 1.20963581 36.50878
## 1627 9 -2.937478e+00 3.990360842 1.20963581 41.18147
## 1628 9 7.417790e+00 3.990360842 1.20963581 59.99020
## 1629 9 -3.546655e+00 3.990360842 1.20963581 58.03642
## 1630 9 6.818496e-01 3.990360842 1.20963581 48.63769
## 1631 9 4.962493e+00 1.281082575 1.20963581 51.51369
## 1632 9 -3.117358e+00 1.281082575 1.20963581 57.62312
## 1633 9 2.018984e+00 1.281082575 1.20963581 42.04652
## 1634 9 -2.264803e+00 1.281082575 1.20963581 59.87120
## 1635 9 1.671744e+00 1.281082575 1.20963581 55.47751
## 1636 9 -3.634299e+00 1.281082575 1.20963581 53.19808
## 1637 9 4.217321e+00 1.281082575 1.20963581 53.91952
## 1638 9 -1.107890e-01 1.281082575 1.20963581 39.78908
## 1639 9 3.955226e+00 1.281082575 1.20963581 55.71360
## 1640 9 3.534776e+00 1.281082575 1.20963581 40.99764
## 1641 9 2.204108e+00 1.281082575 1.20963581 52.37057
## 1642 9 1.603741e+00 1.281082575 1.20963581 41.41258
## 1643 9 1.503692e+00 1.281082575 1.20963581 54.31149
## 1644 9 6.579282e+00 1.281082575 1.20963581 48.77905
## 1645 9 2.502939e+00 1.281082575 1.20963581 53.20133
## 1646 9 4.402845e+00 2.892935716 1.20963581 42.74909
## 1647 9 -4.191068e+00 2.892935716 1.20963581 52.72648
## 1648 9 5.044525e-01 2.892935716 1.20963581 48.38433
## 1649 9 -1.614266e+00 2.892935716 1.20963581 50.42489
## 1650 9 2.363131e+00 2.892935716 1.20963581 51.64244
## 1651 9 1.122476e+00 2.892935716 1.20963581 69.53222
## 1652 9 -1.216052e+00 2.892935716 1.20963581 46.21768
## 1653 9 1.657133e+00 2.892935716 1.20963581 37.19637
## 1654 9 3.026885e-01 2.892935716 1.20963581 48.03042
## 1655 9 3.333602e+00 2.892935716 1.20963581 52.53312
## 1656 9 -3.226155e+00 2.892935716 1.20963581 64.43007
## 1657 9 -1.414192e+00 2.892935716 1.20963581 63.01646
## 1658 9 -2.586298e+00 2.892935716 1.20963581 60.09967
## 1659 9 -2.143797e+00 2.892935716 1.20963581 56.33493
## 1660 9 -1.705452e+00 2.892935716 1.20963581 54.56597
## 1661 9 8.041793e-01 2.892935716 1.20963581 52.38244
## 1662 9 3.501329e+00 2.892935716 1.20963581 59.26917
## 1663 9 -1.306542e+00 2.892935716 1.20963581 55.24593
## 1664 9 1.698864e+00 2.892935716 1.20963581 46.82504
## 1665 9 1.211355e+00 2.892935716 1.20963581 53.14238
## 1666 9 2.162365e+00 1.504538342 1.20963581 43.17006
## 1667 9 7.280582e-01 1.504538342 1.20963581 43.73248
## 1668 9 -1.266795e+00 1.504538342 1.20963581 56.67516
## 1669 9 3.881737e+00 1.504538342 1.20963581 52.63909
## 1670 9 -5.433457e+00 1.504538342 1.20963581 46.41173
## 1671 9 1.683742e+00 1.504538342 1.20963581 57.53750
## 1672 9 1.870311e+00 1.504538342 1.20963581 62.22962
## 1673 9 -2.099657e+00 1.504538342 1.20963581 68.21617
## 1674 9 -2.678442e+00 1.504538342 1.20963581 53.66852
## 1675 9 -5.760950e-02 1.504538342 1.20963581 38.40319
## 1676 9 2.688729e-01 1.504538342 1.20963581 39.45006
## 1677 9 -2.348947e+00 1.504538342 1.20963581 52.83810
## 1678 9 -2.673005e+00 1.504538342 1.20963581 43.13296
## 1679 9 -4.663094e-01 1.504538342 1.20963581 64.14032
## 1680 9 -3.299926e+00 1.504538342 1.20963581 64.49702
## 1681 9 -3.091495e+00 1.504538342 1.20963581 53.41176
## 1682 9 -9.406421e+00 1.504538342 1.20963581 55.04427
## 1683 9 -9.094821e-01 1.504538342 1.20963581 44.66326
## 1684 9 3.951203e+00 1.504538342 1.20963581 53.43257
## 1685 9 9.064863e-01 1.504538342 1.20963581 54.59063
## 1686 9 -5.487729e-01 -4.036616284 1.20963581 52.30406
## 1687 9 -1.450098e+00 -4.036616284 1.20963581 63.69746
## 1688 9 3.722779e+00 -4.036616284 1.20963581 53.55206
## 1689 9 -3.027961e-01 -4.036616284 1.20963581 58.20600
## 1690 9 2.803120e+00 -4.036616284 1.20963581 50.72249
## 1691 9 9.211934e-01 -4.036616284 1.20963581 58.25998
## 1692 9 1.907815e+00 -4.036616284 1.20963581 45.74816
## 1693 9 2.815442e+00 -4.036616284 1.20963581 55.23115
## 1694 9 -3.052291e+00 -4.036616284 1.20963581 61.05216
## 1695 9 -7.598098e-01 -4.036616284 1.20963581 52.01583
## 1696 9 2.244445e+00 -4.036616284 1.20963581 52.67518
## 1697 9 -2.088962e+00 -4.036616284 1.20963581 40.01525
## 1698 9 -1.805972e+00 -4.036616284 1.20963581 56.49842
## 1699 9 1.837365e+00 -4.036616284 1.20963581 46.82685
## 1700 9 -1.203691e+00 -4.036616284 1.20963581 46.79948
## 1701 9 4.006868e+00 -4.036616284 1.20963581 53.21478
## 1702 9 -4.919154e+00 -4.036616284 1.20963581 41.88796
## 1703 9 1.479393e+00 4.924892951 1.20963581 47.02383
## 1704 9 -3.537991e+00 4.924892951 1.20963581 50.61129
## 1705 9 3.497829e-02 4.924892951 1.20963581 51.50144
## 1706 9 -8.445151e-01 4.924892951 1.20963581 28.29574
## 1707 9 -1.845229e+00 4.924892951 1.20963581 50.64812
## 1708 9 3.410678e-02 4.924892951 1.20963581 43.75644
## 1709 9 4.688568e+00 4.924892951 1.20963581 56.19665
## 1710 9 5.762469e-01 4.924892951 1.20963581 52.39481
## 1711 9 1.229336e+00 4.924892951 1.20963581 52.34883
## 1712 9 -3.765204e+00 4.924892951 1.20963581 59.80081
## 1713 9 -2.027415e-01 4.924892951 1.20963581 51.99174
## 1714 9 8.124117e-01 4.924892951 1.20963581 61.67599
## 1715 9 2.951526e+00 4.924892951 1.20963581 49.03023
## 1716 9 4.157392e-02 4.924892951 1.20963581 57.29602
## 1717 9 5.420914e-02 4.924892951 1.20963581 69.12558
## 1718 9 -4.975148e+00 4.924892951 1.20963581 51.32199
## 1719 9 1.831590e+00 4.924892951 1.20963581 59.89020
## 1720 9 5.817513e+00 4.924892951 1.20963581 58.26203
## 1721 9 -3.164851e+00 4.924892951 1.20963581 52.33741
## 1722 9 -3.753998e+00 4.924892951 1.20963581 59.58893
## 1723 9 2.004260e+00 4.924892951 1.20963581 45.58771
## 1724 9 -2.893727e-01 4.924892951 1.20963581 49.66855
## 1725 9 6.057972e+00 4.924892951 1.20963581 49.67854
## 1726 9 -3.995007e+00 1.616881028 1.20963581 45.33811
## 1727 9 9.549176e-01 1.616881028 1.20963581 49.84715
## 1728 9 1.542638e+00 1.616881028 1.20963581 49.75974
## 1729 9 -1.623936e+00 1.616881028 1.20963581 51.70308
## 1730 9 4.210781e+00 1.616881028 1.20963581 47.12725
## 1731 9 6.059734e+00 1.616881028 1.20963581 40.41045
## 1732 9 7.005406e+00 1.616881028 1.20963581 60.38842
## 1733 9 -1.100697e+00 1.616881028 1.20963581 55.60248
## 1734 9 -4.575339e-01 1.616881028 1.20963581 47.26963
## 1735 9 2.939822e+00 1.616881028 1.20963581 43.10383
## 1736 9 1.231791e+00 1.616881028 1.20963581 47.13173
## 1737 9 -1.971683e+00 1.616881028 1.20963581 47.27131
## 1738 9 -2.339134e+00 1.616881028 1.20963581 44.73213
## 1739 9 -5.576585e+00 1.616881028 1.20963581 52.14816
## 1740 9 -2.546572e+00 1.616881028 1.20963581 49.14840
## 1741 9 5.795949e-01 1.616881028 1.20963581 38.78883
## 1742 9 -4.715773e-01 1.616881028 1.20963581 44.90938
## 1743 9 -2.781451e+00 1.616881028 1.20963581 44.75220
## 1744 9 -3.058720e+00 1.616881028 1.20963581 54.41872
## 1745 9 1.895732e-01 1.616881028 1.20963581 40.99501
## 1746 9 -4.792203e+00 -5.683373912 1.20963581 51.27150
## 1747 9 -5.838503e+00 -5.683373912 1.20963581 47.72546
## 1748 9 -4.014782e+00 -5.683373912 1.20963581 53.04817
## 1749 9 3.845778e+00 -5.683373912 1.20963581 49.87905
## 1750 9 -9.300358e-01 -5.683373912 1.20963581 43.36936
## 1751 9 -3.402653e+00 -5.683373912 1.20963581 41.36972
## 1752 9 -2.040194e+00 -5.683373912 1.20963581 39.03957
## 1753 9 2.302269e+00 -5.683373912 1.20963581 55.99926
## 1754 9 -6.973305e-02 -5.683373912 1.20963581 56.26997
## 1755 9 -1.879179e+00 -5.683373912 1.20963581 47.51121
## 1756 9 -2.314508e+00 -5.683373912 1.20963581 55.78188
## 1757 9 5.874516e+00 -5.683373912 1.20963581 56.31339
## 1758 9 3.901079e-01 -5.683373912 1.20963581 49.16441
## 1759 9 -1.691655e+00 -5.683373912 1.20963581 49.18116
## 1760 9 1.320342e+00 -5.683373912 1.20963581 67.36608
## 1761 10 1.542637e-01 0.366892193 -0.82390828 43.27827
## 1762 10 -3.380789e+00 0.366892193 -0.82390828 44.38614
## 1763 10 -2.532749e+00 0.366892193 -0.82390828 38.06815
## 1764 10 4.234627e+00 0.366892193 -0.82390828 49.69446
## 1765 10 -6.399572e+00 0.366892193 -0.82390828 54.43149
## 1766 10 -2.373151e+00 0.366892193 -0.82390828 44.04290
## 1767 10 2.079061e+00 0.366892193 -0.82390828 33.60531
## 1768 10 -1.224324e+00 0.366892193 -0.82390828 48.51972
## 1769 10 -2.466217e+00 0.366892193 -0.82390828 55.09789
## 1770 10 -3.325367e-01 0.366892193 -0.82390828 53.67896
## 1771 10 -4.346731e+00 0.366892193 -0.82390828 41.75130
## 1772 10 -2.576861e+00 0.366892193 -0.82390828 57.42387
## 1773 10 4.451874e+00 0.366892193 -0.82390828 43.88238
## 1774 10 8.706743e-01 0.366892193 -0.82390828 55.10225
## 1775 10 -1.672534e+00 0.366892193 -0.82390828 43.80746
## 1776 10 3.518242e+00 0.366892193 -0.82390828 57.04900
## 1777 10 4.327508e+00 0.366892193 -0.82390828 56.94198
## 1778 10 -4.852765e-01 3.667156150 -0.82390828 41.66517
## 1779 10 -1.490311e-01 3.667156150 -0.82390828 48.63333
## 1780 10 -1.404598e+00 3.667156150 -0.82390828 48.93376
## 1781 10 2.570258e+00 3.667156150 -0.82390828 42.60900
## 1782 10 -5.547012e+00 3.667156150 -0.82390828 43.66850
## 1783 10 -1.472175e+00 3.667156150 -0.82390828 42.80170
## 1784 10 -5.220678e+00 3.667156150 -0.82390828 67.93555
## 1785 10 -1.715773e+00 3.667156150 -0.82390828 63.86548
## 1786 10 -3.623987e+00 3.667156150 -0.82390828 65.77772
## 1787 10 -2.618538e+00 3.667156150 -0.82390828 56.61153
## 1788 10 -3.801288e+00 3.667156150 -0.82390828 54.13445
## 1789 10 1.876543e+00 3.667156150 -0.82390828 40.13234
## 1790 10 4.221314e+00 3.667156150 -0.82390828 51.61193
## 1791 10 3.376653e+00 3.667156150 -0.82390828 43.68821
## 1792 10 -5.921900e+00 3.667156150 -0.82390828 49.16968
## 1793 10 -5.329147e+00 3.667156150 -0.82390828 52.99835
## 1794 10 -5.629615e-01 3.667156150 -0.82390828 55.53879
## 1795 10 -8.196367e-01 3.667156150 -0.82390828 39.19169
## 1796 10 7.426552e-01 3.667156150 -0.82390828 59.30077
## 1797 10 -1.980370e+00 3.667156150 -0.82390828 51.67402
## 1798 10 1.335141e-01 3.667156150 -0.82390828 52.02405
## 1799 10 -3.050643e+00 3.667156150 -0.82390828 54.19122
## 1800 10 -4.327309e-01 3.667156150 -0.82390828 55.64314
## 1801 10 -1.139649e+00 -0.730514502 -0.82390828 47.01169
## 1802 10 3.690037e+00 -0.730514502 -0.82390828 53.82416
## 1803 10 6.992839e-01 -0.730514502 -0.82390828 60.29309
## 1804 10 5.239263e-01 -0.730514502 -0.82390828 43.03353
## 1805 10 -1.398717e+00 -0.730514502 -0.82390828 51.02352
## 1806 10 -3.678343e+00 -0.730514502 -0.82390828 59.41055
## 1807 10 -7.991875e-01 -0.730514502 -0.82390828 51.52531
## 1808 10 -3.999831e+00 -0.730514502 -0.82390828 48.42021
## 1809 10 1.440520e+00 -0.730514502 -0.82390828 41.22467
## 1810 10 1.911611e+00 -0.730514502 -0.82390828 46.47338
## 1811 10 -5.769027e-01 -0.730514502 -0.82390828 63.43518
## 1812 10 2.152401e+00 -0.730514502 -0.82390828 42.77614
## 1813 10 3.732819e+00 -0.730514502 -0.82390828 51.21056
## 1814 10 4.001886e+00 -0.730514502 -0.82390828 58.72775
## 1815 10 -1.039170e+00 -0.730514502 -0.82390828 44.33778
## 1816 10 -7.919750e+00 -0.730514502 -0.82390828 47.05443
## 1817 10 7.257209e-01 -0.730514502 -0.82390828 54.14441
## 1818 10 2.610725e+00 -0.730514502 -0.82390828 57.62919
## 1819 10 2.075315e+00 -0.730514502 -0.82390828 64.36771
## 1820 10 2.319287e+00 -0.730514502 -0.82390828 61.03540
## 1821 10 6.477196e+00 -0.906834316 -0.82390828 58.45790
## 1822 10 1.433324e+00 -0.906834316 -0.82390828 53.96695
## 1823 10 -5.556345e-01 -0.906834316 -0.82390828 55.14020
## 1824 10 -4.374476e+00 -0.906834316 -0.82390828 39.80324
## 1825 10 3.059944e+00 -0.906834316 -0.82390828 57.14232
## 1826 10 1.108741e+00 -0.906834316 -0.82390828 42.08789
## 1827 10 2.952343e+00 -0.906834316 -0.82390828 52.30225
## 1828 10 -2.998851e+00 -0.906834316 -0.82390828 60.09296
## 1829 10 1.395839e+00 -0.906834316 -0.82390828 57.30364
## 1830 10 2.519808e-01 -0.906834316 -0.82390828 66.16146
## 1831 10 6.669525e-01 -0.906834316 -0.82390828 56.77271
## 1832 10 -2.234027e+00 -0.906834316 -0.82390828 49.71209
## 1833 10 4.921840e+00 -0.906834316 -0.82390828 53.92447
## 1834 10 -4.256734e-01 -0.906834316 -0.82390828 46.56321
## 1835 10 4.324214e-01 -0.906834316 -0.82390828 49.99791
## 1836 10 1.162333e+00 -0.906834316 -0.82390828 51.82064
## 1837 10 5.550536e+00 -0.906834316 -0.82390828 53.59124
## 1838 10 -6.234677e-01 -0.906834316 -0.82390828 45.14373
## 1839 10 2.852953e+00 -0.906834316 -0.82390828 51.23200
## 1840 10 -2.496935e+00 -0.906834316 -0.82390828 50.72241
## 1841 10 -3.902567e+00 -0.906834316 -0.82390828 52.56436
## 1842 10 -4.958659e+00 -0.906834316 -0.82390828 55.45473
## 1843 10 3.683019e+00 -3.069106058 -0.82390828 56.27953
## 1844 10 2.296928e+00 -3.069106058 -0.82390828 40.94695
## 1845 10 2.965557e+00 -3.069106058 -0.82390828 31.64621
## 1846 10 2.433987e+00 -3.069106058 -0.82390828 54.59027
## 1847 10 -2.568039e+00 -3.069106058 -0.82390828 33.89369
## 1848 10 -1.149346e+00 -3.069106058 -0.82390828 52.87813
## 1849 10 1.743801e+00 -3.069106058 -0.82390828 48.09073
## 1850 10 -1.610847e+00 -3.069106058 -0.82390828 56.34956
## 1851 10 1.293606e+00 -3.069106058 -0.82390828 52.05212
## 1852 10 4.564113e+00 -3.069106058 -0.82390828 57.78060
## 1853 10 1.533010e+00 -3.069106058 -0.82390828 53.39521
## 1854 10 4.404815e-01 -3.069106058 -0.82390828 57.60781
## 1855 10 1.385476e+00 -3.069106058 -0.82390828 52.86069
## 1856 10 1.390709e+00 -3.069106058 -0.82390828 42.04443
## 1857 10 3.297724e+00 -3.069106058 -0.82390828 43.94773
## 1858 10 5.622069e+00 -3.069106058 -0.82390828 49.93846
## 1859 10 1.909347e+00 -3.069106058 -0.82390828 52.55231
## 1860 10 -1.334357e+00 -3.069106058 -0.82390828 57.32767
## 1861 10 -6.953068e-01 -3.069106058 -0.82390828 56.50160
## 1862 10 -3.060452e+00 -3.069106058 -0.82390828 41.22037
## 1863 10 2.784738e+00 1.813854489 -0.82390828 49.78480
## 1864 10 4.150776e+00 1.813854489 -0.82390828 51.42758
## 1865 10 2.704031e+00 1.813854489 -0.82390828 54.93161
## 1866 10 -9.300027e-01 1.813854489 -0.82390828 46.04313
## 1867 10 -4.110584e+00 1.813854489 -0.82390828 38.61825
## 1868 10 -1.293547e+00 1.813854489 -0.82390828 50.17481
## 1869 10 -2.138507e+00 1.813854489 -0.82390828 54.29781
## 1870 10 -4.336438e+00 1.813854489 -0.82390828 45.00554
## 1871 10 -1.543581e+00 1.813854489 -0.82390828 52.97160
## 1872 10 9.882137e+00 1.813854489 -0.82390828 54.51030
## 1873 10 -5.299624e+00 1.813854489 -0.82390828 44.96968
## 1874 10 2.261208e+00 1.813854489 -0.82390828 55.18204
## 1875 10 -1.562568e-01 1.813854489 -0.82390828 53.42090
## 1876 10 2.503825e+00 1.813854489 -0.82390828 38.50918
## 1877 10 2.920309e-01 1.813854489 -0.82390828 49.72833
## 1878 10 -2.444595e+00 1.813854489 -0.82390828 40.87629
## 1879 10 1.548200e-01 1.813854489 -0.82390828 41.08829
## 1880 10 5.294891e+00 -3.877873803 -0.82390828 36.83549
## 1881 10 -1.755187e+00 -3.877873803 -0.82390828 54.52362
## 1882 10 -3.797134e+00 -3.877873803 -0.82390828 51.08039
## 1883 10 -1.599423e+00 -3.877873803 -0.82390828 48.07067
## 1884 10 3.363843e+00 -3.877873803 -0.82390828 50.72755
## 1885 10 4.673387e-02 -3.877873803 -0.82390828 55.46275
## 1886 10 -2.205509e+00 -3.877873803 -0.82390828 43.55567
## 1887 10 3.514076e+00 -3.877873803 -0.82390828 59.30251
## 1888 10 -1.785441e+00 -3.877873803 -0.82390828 46.41277
## 1889 10 -4.997524e+00 -3.877873803 -0.82390828 42.38777
## 1890 10 2.707328e+00 -3.877873803 -0.82390828 44.23459
## 1891 10 -5.424560e+00 -3.877873803 -0.82390828 50.06162
## 1892 10 3.670965e-01 -3.877873803 -0.82390828 50.37911
## 1893 10 3.022255e+00 -3.877873803 -0.82390828 40.19008
## 1894 10 2.105068e-01 -3.877873803 -0.82390828 52.80821
## 1895 10 -1.698913e+00 -3.877873803 -0.82390828 47.73180
## 1896 10 -4.501555e+00 -3.877873803 -0.82390828 53.81551
## 1897 10 -9.303651e-01 -3.877873803 -0.82390828 41.78431
## 1898 10 1.469391e+00 -3.877873803 -0.82390828 55.33537
## 1899 10 -6.299507e-01 -2.447041956 -0.82390828 50.92803
## 1900 10 -3.138190e-01 -2.447041956 -0.82390828 57.10086
## 1901 10 2.213750e+00 -2.447041956 -0.82390828 62.28094
## 1902 10 -4.057417e+00 -2.447041956 -0.82390828 47.70028
## 1903 10 3.831754e+00 -2.447041956 -0.82390828 58.97181
## 1904 10 3.569525e-01 -2.447041956 -0.82390828 35.90721
## 1905 10 7.506080e+00 -2.447041956 -0.82390828 56.67460
## 1906 10 1.639455e+00 -2.447041956 -0.82390828 49.51214
## 1907 10 6.348020e+00 -2.447041956 -0.82390828 32.52736
## 1908 10 6.141834e+00 -2.447041956 -0.82390828 64.17627
## 1909 10 -6.081141e+00 -2.447041956 -0.82390828 64.52075
## 1910 10 3.600115e+00 -2.447041956 -0.82390828 47.30948
## 1911 10 2.992463e+00 -2.447041956 -0.82390828 53.58694
## 1912 10 1.324847e+00 -2.447041956 -0.82390828 55.65786
## 1913 10 1.343517e+00 -2.447041956 -0.82390828 60.30966
## 1914 10 -1.178787e+00 -2.447041956 -0.82390828 44.76650
## 1915 10 1.505485e+00 -2.447041956 -0.82390828 63.91512
## 1916 10 -2.241729e+00 -2.178779006 -0.82390828 36.45271
## 1917 10 -2.377874e+00 -2.178779006 -0.82390828 50.13904
## 1918 10 1.369685e+00 -2.178779006 -0.82390828 49.68912
## 1919 10 5.008909e-01 -2.178779006 -0.82390828 46.48670
## 1920 10 3.480486e+00 -2.178779006 -0.82390828 43.11514
## 1921 10 5.117859e-01 -2.178779006 -0.82390828 49.16503
## 1922 10 1.130102e+00 -2.178779006 -0.82390828 30.65444
## 1923 10 7.352218e+00 -2.178779006 -0.82390828 56.93273
## 1924 10 -1.137549e+00 -2.178779006 -0.82390828 61.20786
## 1925 10 -2.436033e+00 -2.178779006 -0.82390828 33.35788
## 1926 10 -1.280197e+00 -2.178779006 -0.82390828 46.66154
## 1927 10 -3.884801e+00 -2.178779006 -0.82390828 48.36239
## 1928 10 1.612481e+00 -2.178779006 -0.82390828 47.68111
## 1929 10 7.002890e+00 -2.178779006 -0.82390828 57.10479
## 1930 10 9.678182e-01 -2.178779006 -0.82390828 38.82504
## 1931 10 6.508863e-01 -2.178779006 -0.82390828 41.31189
## 1932 10 3.945329e-02 -2.178779006 -0.82390828 51.47036
## 1933 10 4.106559e+00 -2.178779006 -0.82390828 48.14692
## 1934 10 -5.540773e-01 -2.178779006 -0.82390828 46.14244
## 1935 10 9.731278e-01 -3.235350256 -0.82390828 49.82902
## 1936 10 -5.998410e-01 -3.235350256 -0.82390828 56.19282
## 1937 10 1.762489e+00 -3.235350256 -0.82390828 37.36191
## 1938 10 -4.522419e-01 -3.235350256 -0.82390828 63.67935
## 1939 10 -1.139605e+00 -3.235350256 -0.82390828 52.37215
## 1940 10 1.291565e+00 -3.235350256 -0.82390828 57.11015
## 1941 10 -4.908432e-01 -3.235350256 -0.82390828 35.94274
## 1942 10 4.542536e+00 -3.235350256 -0.82390828 51.53533
## 1943 10 -2.431055e+00 -3.235350256 -0.82390828 48.54930
## 1944 10 1.156309e+00 -3.235350256 -0.82390828 59.03601
## 1945 10 -4.187552e+00 -3.235350256 -0.82390828 54.62996
## 1946 10 -2.569977e+00 -3.235350256 -0.82390828 53.11710
## 1947 10 8.246209e-01 -3.235350256 -0.82390828 48.09269
## 1948 10 -5.348970e-01 -3.235350256 -0.82390828 54.57121
## 1949 10 -7.609117e-01 -3.235350256 -0.82390828 57.76303
## 1950 10 5.375999e-01 -3.235350256 -0.82390828 49.50935
## 1951 10 2.785514e+00 -3.235350256 -0.82390828 40.78231
## 1952 10 6.175161e+00 -3.235350256 -0.82390828 51.61351
## 1953 11 2.754130e+00 -0.488894406 -0.55290434 47.08527
## 1954 11 1.105389e+00 -0.488894406 -0.55290434 50.10226
## 1955 11 2.604329e+00 -0.488894406 -0.55290434 50.91228
## 1956 11 -2.363561e+00 -0.488894406 -0.55290434 60.45313
## 1957 11 2.115358e-01 -0.488894406 -0.55290434 40.29324
## 1958 11 4.422833e-01 -0.488894406 -0.55290434 39.36472
## 1959 11 2.082456e+00 -0.488894406 -0.55290434 39.79647
## 1960 11 1.315219e-01 -0.488894406 -0.55290434 48.25873
## 1961 11 -5.618184e+00 -0.488894406 -0.55290434 58.81988
## 1962 11 -1.037844e+00 -0.488894406 -0.55290434 49.01941
## 1963 11 9.189815e+00 -0.488894406 -0.55290434 50.76122
## 1964 11 2.485168e+00 -0.488894406 -0.55290434 47.33083
## 1965 11 1.481391e+00 -0.488894406 -0.55290434 60.83517
## 1966 11 -2.040929e+00 -0.488894406 -0.55290434 57.70024
## 1967 11 -2.851945e+00 -0.488894406 -0.55290434 55.41368
## 1968 11 -3.793778e+00 -0.488894406 -0.55290434 60.16831
## 1969 11 -5.283711e+00 -0.488894406 -0.55290434 48.28426
## 1970 11 -4.153129e+00 1.772754854 -0.55290434 65.72628
## 1971 11 2.795690e+00 1.772754854 -0.55290434 56.45548
## 1972 11 -3.980889e+00 1.772754854 -0.55290434 45.55207
## 1973 11 -2.838915e+00 1.772754854 -0.55290434 52.48195
## 1974 11 4.332012e-01 1.772754854 -0.55290434 52.96415
## 1975 11 -1.861997e+00 1.772754854 -0.55290434 53.90296
## 1976 11 2.495788e+00 1.772754854 -0.55290434 58.06813
## 1977 11 -4.898915e-01 1.772754854 -0.55290434 35.84405
## 1978 11 -1.555808e+00 1.772754854 -0.55290434 57.20701
## 1979 11 -5.618220e-01 1.772754854 -0.55290434 48.25091
## 1980 11 3.380135e+00 1.772754854 -0.55290434 49.76669
## 1981 11 4.736108e-01 1.772754854 -0.55290434 53.05232
## 1982 11 -2.190848e+00 1.772754854 -0.55290434 37.55079
## 1983 11 2.418050e+00 1.772754854 -0.55290434 52.24396
## 1984 11 -3.500498e+00 1.772754854 -0.55290434 47.04969
## 1985 11 8.280218e-01 1.772754854 -0.55290434 53.92161
## 1986 11 -2.241947e-01 1.772754854 -0.55290434 57.82863
## 1987 11 1.849642e+00 1.772754854 -0.55290434 47.86382
## 1988 11 -4.672412e-01 1.772754854 -0.55290434 64.38516
## 1989 11 -4.675431e+00 1.772754854 -0.55290434 46.20023
## 1990 11 -2.823949e+00 1.772754854 -0.55290434 53.37723
## 1991 11 2.869892e+00 1.772754854 -0.55290434 53.52166
## 1992 11 -1.526741e+00 1.772754854 -0.55290434 53.76026
## 1993 11 3.454195e+00 1.772754854 -0.55290434 50.91924
## 1994 11 -3.002278e+00 1.772754854 -0.55290434 42.86576
## 1995 11 8.397594e+00 -2.554344724 -0.55290434 46.82671
## 1996 11 2.359461e+00 -2.554344724 -0.55290434 45.67325
## 1997 11 -1.107259e+00 -2.554344724 -0.55290434 45.71196
## 1998 11 1.257065e+01 -2.554344724 -0.55290434 60.64530
## 1999 11 -2.125402e+00 -2.554344724 -0.55290434 47.18883
## 2000 11 -3.071262e+00 -2.554344724 -0.55290434 51.42908
## 2001 11 -1.385135e+00 -2.554344724 -0.55290434 64.63168
## 2002 11 4.143192e+00 -2.554344724 -0.55290434 62.41827
## 2003 11 2.581133e+00 -2.554344724 -0.55290434 52.42010
## 2004 11 1.069072e-02 -2.554344724 -0.55290434 48.30556
## 2005 11 2.917632e+00 -2.554344724 -0.55290434 53.01004
## 2006 11 -4.004744e+00 -2.554344724 -0.55290434 53.61040
## 2007 11 -1.527582e+00 -2.554344724 -0.55290434 53.99753
## 2008 11 3.123128e+00 -2.554344724 -0.55290434 50.50272
## 2009 11 -1.918219e+00 -2.554344724 -0.55290434 35.49205
## 2010 11 -1.143369e+00 -2.554344724 -0.55290434 53.24258
## 2011 11 2.979582e-01 -2.554344724 -0.55290434 61.78864
## 2012 11 -2.371479e+00 -2.554344724 -0.55290434 39.83322
## 2013 11 2.244030e+00 -2.554344724 -0.55290434 64.99984
## 2014 11 3.128230e+00 -2.554344724 -0.55290434 60.79294
## 2015 11 -2.607017e+00 1.335562010 -0.55290434 43.70036
## 2016 11 -3.560419e+00 1.335562010 -0.55290434 66.33869
## 2017 11 -2.685667e+00 1.335562010 -0.55290434 46.18274
## 2018 11 -4.856913e+00 1.335562010 -0.55290434 45.55250
## 2019 11 3.410638e+00 1.335562010 -0.55290434 31.56801
## 2020 11 -2.935311e+00 1.335562010 -0.55290434 46.20549
## 2021 11 2.363071e-01 1.335562010 -0.55290434 63.41530
## 2022 11 -8.100263e-01 1.335562010 -0.55290434 58.13122
## 2023 11 -7.454699e-01 1.335562010 -0.55290434 60.96018
## 2024 11 -7.972561e-01 1.335562010 -0.55290434 57.62018
## 2025 11 -1.201881e+01 1.335562010 -0.55290434 57.46649
## 2026 11 3.463081e+00 1.335562010 -0.55290434 50.21850
## 2027 11 -2.986468e+00 1.335562010 -0.55290434 56.24422
## 2028 11 -7.095828e-01 1.335562010 -0.55290434 43.20120
## 2029 11 2.611076e+00 1.335562010 -0.55290434 46.76771
## 2030 11 -2.576406e+00 1.335562010 -0.55290434 60.17578
## 2031 11 6.388531e-01 1.335562010 -0.55290434 62.81851
## 2032 11 -3.918689e+00 1.335562010 -0.55290434 50.35790
## 2033 11 -1.367549e+00 1.335562010 -0.55290434 55.14437
## 2034 11 5.586189e+00 1.335562010 -0.55290434 51.16273
## 2035 11 -3.245158e+00 1.335562010 -0.55290434 58.83043
## 2036 11 -6.600366e+00 1.335562010 -0.55290434 55.28776
## 2037 11 1.205691e+00 1.335562010 -0.55290434 52.16319
## 2038 11 -3.686668e-01 1.335562010 -0.55290434 45.41286
## 2039 11 3.609289e+00 1.335562010 -0.55290434 53.56491
## 2040 11 3.072615e-01 1.633087624 -0.55290434 51.48982
## 2041 11 -5.880538e+00 1.633087624 -0.55290434 56.84530
## 2042 11 -5.884625e+00 1.633087624 -0.55290434 50.86155
## 2043 11 4.831516e+00 1.633087624 -0.55290434 56.11472
## 2044 11 5.774908e+00 1.633087624 -0.55290434 38.31793
## 2045 11 -1.786804e+00 1.633087624 -0.55290434 49.34750
## 2046 11 1.759637e+00 1.633087624 -0.55290434 59.42745
## 2047 11 2.522776e+00 1.633087624 -0.55290434 45.61388
## 2048 11 -1.023115e+00 1.633087624 -0.55290434 36.12567
## 2049 11 -2.559992e-01 1.633087624 -0.55290434 51.20706
## 2050 11 -5.918067e+00 1.633087624 -0.55290434 49.33590
## 2051 11 2.627334e+00 1.633087624 -0.55290434 54.63161
## 2052 11 4.803024e+00 1.633087624 -0.55290434 55.05749
## 2053 11 -3.828298e+00 1.633087624 -0.55290434 25.09381
## 2054 11 3.167474e+00 1.633087624 -0.55290434 52.47281
## 2055 11 3.614358e-02 1.633087624 -0.55290434 59.09432
## 2056 11 2.273289e+00 1.633087624 -0.55290434 50.38961
## 2057 11 -1.675260e+00 1.633087624 -0.55290434 55.00230
## 2058 11 -2.245828e+00 1.633087624 -0.55290434 49.12986
## 2059 11 -3.804792e+00 2.025660291 -0.55290434 46.48437
## 2060 11 -1.636645e+00 2.025660291 -0.55290434 42.30022
## 2061 11 4.473438e+00 2.025660291 -0.55290434 33.59723
## 2062 11 -1.345435e+00 2.025660291 -0.55290434 47.80171
## 2063 11 -6.470122e+00 2.025660291 -0.55290434 44.83958
## 2064 11 8.551130e-01 2.025660291 -0.55290434 44.59272
## 2065 11 -3.689183e+00 2.025660291 -0.55290434 63.40860
## 2066 11 7.452878e+00 2.025660291 -0.55290434 47.98226
## 2067 11 -2.966867e-01 2.025660291 -0.55290434 41.43436
## 2068 11 -3.775427e-01 2.025660291 -0.55290434 52.57790
## 2069 11 -3.497016e+00 2.025660291 -0.55290434 44.79438
## 2070 11 -1.624405e+00 2.025660291 -0.55290434 42.67850
## 2071 11 -9.281818e-01 2.025660291 -0.55290434 50.76206
## 2072 11 -6.482333e-01 2.025660291 -0.55290434 41.89383
## 2073 11 2.573566e+00 2.025660291 -0.55290434 36.83453
## 2074 11 -2.558828e+00 2.025660291 -0.55290434 62.32978
## 2075 11 1.365489e+00 2.025660291 -0.55290434 48.72067
## 2076 11 2.129370e+00 2.025660291 -0.55290434 40.06869
## 2077 11 1.032256e+00 2.025660291 -0.55290434 57.55096
## 2078 11 -9.834094e-01 2.025660291 -0.55290434 58.47269
## 2079 11 3.465864e+00 2.025660291 -0.55290434 65.60079
## 2080 11 1.023630e+00 -2.410507340 -0.55290434 58.56302
## 2081 11 -5.103113e-01 -2.410507340 -0.55290434 60.63501
## 2082 11 -7.417110e-01 -2.410507340 -0.55290434 51.85914
## 2083 11 -1.528031e+00 -2.410507340 -0.55290434 46.75750
## 2084 11 -9.614631e-02 -2.410507340 -0.55290434 35.06908
## 2085 11 -6.107690e-01 -2.410507340 -0.55290434 47.13881
## 2086 11 2.471905e+00 -2.410507340 -0.55290434 49.02798
## 2087 11 4.682343e+00 -2.410507340 -0.55290434 71.50930
## 2088 11 -6.676210e+00 -2.410507340 -0.55290434 62.37320
## 2089 11 4.466111e-01 -2.410507340 -0.55290434 50.90139
## 2090 11 6.181341e-01 -2.410507340 -0.55290434 47.95927
## 2091 11 4.162859e-01 -2.410507340 -0.55290434 41.11843
## 2092 11 -1.053652e+00 -2.410507340 -0.55290434 56.73575
## 2093 11 -4.628651e-01 -2.410507340 -0.55290434 50.83032
## 2094 11 2.102625e+00 -2.410507340 -0.55290434 28.36286
## 2095 11 -1.204902e+00 -2.410507340 -0.55290434 38.21456
## 2096 11 1.374914e+00 -2.410507340 -0.55290434 49.14222
## 2097 11 -5.571280e-01 -2.410507340 -0.55290434 53.78155
## 2098 11 -1.794496e+00 -2.410507340 -0.55290434 53.91225
## 2099 11 1.666781e+00 -2.410507340 -0.55290434 50.96151
## 2100 11 3.323289e+00 -2.410507340 -0.55290434 55.84400
## 2101 11 8.482533e-01 -2.410507340 -0.55290434 53.73877
## 2102 11 -5.208931e+00 -2.410507340 -0.55290434 54.33553
## 2103 11 -2.756287e+00 -2.410507340 -0.55290434 38.53479
## 2104 11 2.708881e+00 -2.410507340 -0.55290434 49.84912
## 2105 11 -1.707517e+00 1.543435667 -0.55290434 66.01089
## 2106 11 -4.142214e+00 1.543435667 -0.55290434 60.97368
## 2107 11 5.501554e-01 1.543435667 -0.55290434 45.79404
## 2108 11 3.094377e-01 1.543435667 -0.55290434 43.16959
## 2109 11 -8.089591e+00 1.543435667 -0.55290434 57.07387
## 2110 11 -3.176221e-01 1.543435667 -0.55290434 61.52940
## 2111 11 -1.465453e+00 1.543435667 -0.55290434 34.62504
## 2112 11 -1.495921e+00 1.543435667 -0.55290434 52.86889
## 2113 11 -7.409997e+00 1.543435667 -0.55290434 48.10583
## 2114 11 7.262901e+00 1.543435667 -0.55290434 56.56958
## 2115 11 1.364197e+00 1.543435667 -0.55290434 47.16987
## 2116 11 -2.638646e+00 1.543435667 -0.55290434 44.09740
## 2117 11 3.037302e+00 1.543435667 -0.55290434 38.10909
## 2118 11 5.747147e-01 1.543435667 -0.55290434 48.36527
## 2119 11 6.940053e-02 1.543435667 -0.55290434 56.57111
## 2120 11 9.111154e+00 1.543435667 -0.55290434 39.72496
## 2121 11 1.965498e+00 1.543435667 -0.55290434 40.80918
## 2122 11 1.470381e+00 1.543435667 -0.55290434 45.02241
## 2123 11 2.032518e-01 1.543435667 -0.55290434 54.36793
## 2124 11 2.432186e+00 1.543435667 -0.55290434 49.51101
## 2125 11 -1.627173e+00 1.351213180 -0.55290434 58.46618
## 2126 11 4.275179e+00 1.351213180 -0.55290434 50.72037
## 2127 11 -1.628064e+00 1.351213180 -0.55290434 55.84463
## 2128 11 1.328329e+00 1.351213180 -0.55290434 44.40758
## 2129 11 3.821320e+00 1.351213180 -0.55290434 55.29764
## 2130 11 -4.499059e+00 1.351213180 -0.55290434 45.37567
## 2131 11 1.153556e+00 1.351213180 -0.55290434 58.59759
## 2132 11 3.248823e+00 1.351213180 -0.55290434 43.17465
## 2133 11 3.684896e+00 1.351213180 -0.55290434 45.27434
## 2134 11 -9.794090e-01 1.351213180 -0.55290434 58.68744
## 2135 11 7.687591e-01 1.351213180 -0.55290434 57.45448
## 2136 11 -4.090156e+00 1.351213180 -0.55290434 43.69525
## 2137 11 4.446153e+00 1.351213180 -0.55290434 55.12286
## 2138 11 -2.850167e+00 1.351213180 -0.55290434 42.95530
## 2139 11 -2.923420e+00 1.351213180 -0.55290434 46.44413
## 2140 11 7.513704e-01 1.351213180 -0.55290434 43.32500
## 2141 11 -3.978310e+00 1.351213180 -0.55290434 60.77239
## 2142 11 1.306547e-01 1.351213180 -0.55290434 58.04988
## 2143 11 -1.119500e+00 1.351213180 -0.55290434 47.81622
## 2144 11 2.251655e+00 1.351213180 -0.55290434 62.87763
## 2145 11 6.133099e-01 1.351213180 -0.55290434 53.71860
## 2146 11 1.614394e+00 1.351213180 -0.55290434 54.04274
## 2147 11 3.441968e+00 1.351213180 -0.55290434 56.65713
## 2148 11 3.580639e+00 1.351213180 -0.55290434 60.02984
## 2149 11 1.726306e+00 -2.597889135 -0.55290434 43.07481
## 2150 11 6.378145e+00 -2.597889135 -0.55290434 42.18152
## 2151 11 -6.539528e+00 -2.597889135 -0.55290434 60.13090
## 2152 11 1.906215e+00 -2.597889135 -0.55290434 40.05840
## 2153 11 1.569386e-02 -2.597889135 -0.55290434 48.03909
## 2154 11 3.484037e+00 -2.597889135 -0.55290434 59.17160
## 2155 11 4.735715e+00 -2.597889135 -0.55290434 48.01683
## 2156 11 4.933494e+00 -2.597889135 -0.55290434 50.52949
## 2157 11 2.627815e+00 -2.597889135 -0.55290434 52.16161
## 2158 11 -5.808454e-02 -2.597889135 -0.55290434 60.18509
## 2159 11 5.142232e+00 -2.597889135 -0.55290434 52.93728
## 2160 11 -1.073263e+00 -2.597889135 -0.55290434 43.32047
## 2161 11 2.966212e+00 -2.597889135 -0.55290434 65.97456
## 2162 11 5.005633e+00 -2.597889135 -0.55290434 56.00898
## 2163 11 -7.011374e-01 -2.597889135 -0.55290434 51.11944
## 2164 11 -1.457194e+00 -2.597889135 -0.55290434 52.98783
## 2165 11 -2.325391e+00 -2.597889135 -0.55290434 50.17651
## 2166 11 4.560700e+00 -2.597889135 -0.55290434 54.14575
## 2167 11 3.820702e+00 -2.597889135 -0.55290434 41.85105
## 2168 11 2.207328e+00 -2.597889135 -0.55290434 52.79853
## 2169 11 3.365051e-01 -2.597889135 -0.55290434 48.10338
## 2170 12 4.681553e+00 -0.290155673 -0.57135252 43.87840
## 2171 12 -1.321011e+00 -0.290155673 -0.57135252 57.29494
## 2172 12 -3.936248e+00 -0.290155673 -0.57135252 45.44294
## 2173 12 2.890089e+00 -0.290155673 -0.57135252 54.86391
## 2174 12 -5.541787e+00 -0.290155673 -0.57135252 53.60763
## 2175 12 -3.921392e+00 -0.290155673 -0.57135252 54.14777
## 2176 12 -4.344400e+00 -0.290155673 -0.57135252 54.83138
## 2177 12 -1.571479e+00 -0.290155673 -0.57135252 63.69945
## 2178 12 8.149293e-01 -0.290155673 -0.57135252 45.47484
## 2179 12 -1.580901e+00 -0.290155673 -0.57135252 42.89779
## 2180 12 4.252138e+00 -0.290155673 -0.57135252 59.76160
## 2181 12 -2.197911e-01 -0.290155673 -0.57135252 54.39816
## 2182 12 3.592614e+00 -0.290155673 -0.57135252 50.91434
## 2183 12 -4.881710e-02 -0.290155673 -0.57135252 54.49489
## 2184 12 3.829043e+00 -0.290155673 -0.57135252 60.42006
## 2185 12 -4.549198e+00 -0.290155673 -0.57135252 61.41413
## 2186 12 -2.014223e+00 -0.290155673 -0.57135252 52.94416
## 2187 12 2.689974e+00 -0.290155673 -0.57135252 31.19946
## 2188 12 1.858737e+00 -0.290155673 -0.57135252 54.15057
## 2189 12 -2.570887e+00 -0.290155673 -0.57135252 56.32058
## 2190 12 1.998828e-01 -0.290155673 -0.57135252 60.14803
## 2191 12 3.835933e-01 -0.290155673 -0.57135252 54.25158
## 2192 12 1.848119e+00 -0.290155673 -0.57135252 49.94909
## 2193 12 1.813720e+00 -1.405648563 -0.57135252 60.04277
## 2194 12 -2.165086e+00 -1.405648563 -0.57135252 50.94139
## 2195 12 2.198391e+00 -1.405648563 -0.57135252 64.05785
## 2196 12 -1.402994e+00 -1.405648563 -0.57135252 35.64101
## 2197 12 6.336349e+00 -1.405648563 -0.57135252 50.27435
## 2198 12 4.271582e+00 -1.405648563 -0.57135252 50.51804
## 2199 12 3.310849e+00 -1.405648563 -0.57135252 52.24132
## 2200 12 1.736212e+00 -1.405648563 -0.57135252 50.26013
## 2201 12 -4.181892e+00 -1.405648563 -0.57135252 48.77550
## 2202 12 4.342630e+00 -1.405648563 -0.57135252 62.79345
## 2203 12 -3.981556e+00 -1.405648563 -0.57135252 58.73885
## 2204 12 4.011985e+00 -1.405648563 -0.57135252 43.49929
## 2205 12 1.837406e+00 -1.405648563 -0.57135252 44.86727
## 2206 12 1.157791e+00 -1.405648563 -0.57135252 53.07273
## 2207 12 5.434729e+00 -1.405648563 -0.57135252 46.80787
## 2208 12 -9.380967e-01 -1.405648563 -0.57135252 50.97256
## 2209 12 1.504602e+00 -1.405648563 -0.57135252 43.28921
## 2210 12 -4.391082e+00 -1.405648563 -0.57135252 57.53102
## 2211 12 2.542212e+00 -1.405648563 -0.57135252 41.13462
## 2212 12 2.719748e+00 -1.405648563 -0.57135252 50.98073
## 2213 12 -4.011402e+00 -1.405648563 -0.57135252 37.42994
## 2214 12 7.306754e+00 -1.405648563 -0.57135252 49.27199
## 2215 12 3.354740e+00 -1.405648563 -0.57135252 32.22615
## 2216 12 1.817889e+00 1.691541757 -0.57135252 31.91672
## 2217 12 -1.018702e-02 1.691541757 -0.57135252 42.80169
## 2218 12 1.970857e+00 1.691541757 -0.57135252 51.70206
## 2219 12 3.798543e+00 1.691541757 -0.57135252 48.44007
## 2220 12 -3.231073e+00 1.691541757 -0.57135252 58.40981
## 2221 12 2.757463e+00 1.691541757 -0.57135252 48.32146
## 2222 12 2.737482e+00 1.691541757 -0.57135252 56.42891
## 2223 12 5.223581e+00 1.691541757 -0.57135252 37.27869
## 2224 12 1.006229e-01 1.691541757 -0.57135252 71.64802
## 2225 12 7.500241e+00 1.691541757 -0.57135252 50.92816
## 2226 12 1.438391e+00 1.691541757 -0.57135252 32.76600
## 2227 12 2.357005e+00 1.691541757 -0.57135252 56.63685
## 2228 12 -3.035795e+00 1.691541757 -0.57135252 55.59296
## 2229 12 -3.153164e+00 1.691541757 -0.57135252 46.81492
## 2230 12 1.330155e+00 1.691541757 -0.57135252 38.54207
## 2231 12 2.331912e+00 1.691541757 -0.57135252 46.17993
## 2232 12 3.344137e-01 1.691541757 -0.57135252 60.06334
## 2233 12 1.725408e+00 1.691541757 -0.57135252 58.74323
## 2234 12 1.868228e+00 1.691541757 -0.57135252 56.24829
## 2235 12 -1.194000e+00 1.691541757 -0.57135252 65.22612
## 2236 12 -3.933933e+00 -1.637841443 -0.57135252 63.87365
## 2237 12 1.034628e+00 -1.637841443 -0.57135252 55.96770
## 2238 12 -2.056978e+00 -1.637841443 -0.57135252 51.82693
## 2239 12 3.825373e+00 -1.637841443 -0.57135252 54.80199
## 2240 12 -2.293258e+00 -1.637841443 -0.57135252 54.87945
## 2241 12 1.500152e+00 -1.637841443 -0.57135252 56.23301
## 2242 12 -3.287686e+00 -1.637841443 -0.57135252 43.36232
## 2243 12 -9.801071e-01 -1.637841443 -0.57135252 36.18092
## 2244 12 -1.228061e+00 -1.637841443 -0.57135252 52.37460
## 2245 12 -4.679917e+00 -1.637841443 -0.57135252 58.98432
## 2246 12 -1.511352e+00 -1.637841443 -0.57135252 38.50794
## 2247 12 -2.600936e+00 -1.637841443 -0.57135252 62.87008
## 2248 12 6.604015e+00 -1.637841443 -0.57135252 53.17809
## 2249 12 1.730797e+00 -1.637841443 -0.57135252 46.89903
## 2250 12 6.390909e-01 -1.637841443 -0.57135252 63.62928
## 2251 12 2.166489e+00 -1.637841443 -0.57135252 46.48114
## 2252 12 5.062349e+00 -1.637841443 -0.57135252 38.73986
## 2253 12 -1.814193e+00 -1.637841443 -0.57135252 57.01654
## 2254 12 -2.362270e+00 -1.637841443 -0.57135252 44.11504
## 2255 12 1.652879e+00 3.417292366 -0.57135252 67.20887
## 2256 12 -4.288711e+00 3.417292366 -0.57135252 55.84081
## 2257 12 -9.767089e-01 3.417292366 -0.57135252 52.28983
## 2258 12 -3.164218e+00 3.417292366 -0.57135252 35.90153
## 2259 12 -2.782517e-01 3.417292366 -0.57135252 44.22120
## 2260 12 -2.190206e+00 3.417292366 -0.57135252 67.54746
## 2261 12 -2.430233e+00 3.417292366 -0.57135252 52.94832
## 2262 12 -3.463617e+00 3.417292366 -0.57135252 31.13614
## 2263 12 1.933737e+00 3.417292366 -0.57135252 51.50573
## 2264 12 -1.428399e+00 3.417292366 -0.57135252 57.14851
## 2265 12 1.261502e+00 3.417292366 -0.57135252 49.30778
## 2266 12 -3.181968e+00 3.417292366 -0.57135252 50.78809
## 2267 12 -1.682591e+00 3.417292366 -0.57135252 38.73333
## 2268 12 5.990419e+00 3.417292366 -0.57135252 43.03495
## 2269 12 -1.799979e+00 3.417292366 -0.57135252 51.88935
## 2270 12 6.188773e-01 3.417292366 -0.57135252 51.92617
## 2271 12 3.711141e+00 3.417292366 -0.57135252 37.65948
## 2272 12 -1.390260e+00 3.417292366 -0.57135252 30.94142
## 2273 12 1.094895e+00 3.417292366 -0.57135252 56.84397
## 2274 12 8.103756e+00 3.417292366 -0.57135252 43.19616
## 2275 12 -3.350889e-01 3.417292366 -0.57135252 57.17580
## 2276 12 1.205854e+00 3.417292366 -0.57135252 50.70544
## 2277 12 -1.281091e+00 3.417292366 -0.57135252 47.17348
## 2278 12 3.301886e+00 3.417292366 -0.57135252 61.27140
## 2279 12 -4.930540e+00 1.927327330 -0.57135252 42.36375
## 2280 12 1.011037e+00 1.927327330 -0.57135252 46.08641
## 2281 12 -9.082112e-02 1.927327330 -0.57135252 44.46249
## 2282 12 3.988417e+00 1.927327330 -0.57135252 67.58011
## 2283 12 -2.828955e+00 1.927327330 -0.57135252 41.52243
## 2284 12 -2.529064e+00 1.927327330 -0.57135252 57.82410
## 2285 12 -1.947801e+00 1.927327330 -0.57135252 49.59381
## 2286 12 6.470182e+00 1.927327330 -0.57135252 46.94352
## 2287 12 -9.053319e-01 1.927327330 -0.57135252 51.82497
## 2288 12 -4.591292e+00 1.927327330 -0.57135252 66.96203
## 2289 12 2.112589e-01 1.927327330 -0.57135252 51.36687
## 2290 12 -8.594794e+00 1.927327330 -0.57135252 41.87390
## 2291 12 -4.317124e-01 1.927327330 -0.57135252 36.15503
## 2292 12 -4.864396e+00 1.927327330 -0.57135252 56.93816
## 2293 12 2.304539e+00 1.927327330 -0.57135252 47.91515
## 2294 12 6.012008e+00 -0.238609944 -0.57135252 36.84954
## 2295 12 -4.902165e+00 -0.238609944 -0.57135252 63.53030
## 2296 12 -4.972097e-01 -0.238609944 -0.57135252 56.03920
## 2297 12 -1.559384e+00 -0.238609944 -0.57135252 51.49322
## 2298 12 2.030442e+00 -0.238609944 -0.57135252 63.59725
## 2299 12 1.198712e+00 -0.238609944 -0.57135252 51.26631
## 2300 12 -2.336994e-01 -0.238609944 -0.57135252 39.30263
## 2301 12 -4.938007e+00 -0.238609944 -0.57135252 47.28553
## 2302 12 4.713240e+00 -0.238609944 -0.57135252 38.74209
## 2303 12 1.045214e+00 -0.238609944 -0.57135252 48.29979
## 2304 12 -4.540283e+00 -0.238609944 -0.57135252 61.83998
## 2305 12 2.968282e+00 -0.238609944 -0.57135252 58.63234
## 2306 12 -2.735404e+00 -0.238609944 -0.57135252 36.34818
## 2307 12 3.715690e-01 -0.238609944 -0.57135252 65.31967
## 2308 12 -9.462800e-01 -0.238609944 -0.57135252 58.49432
## 2309 12 -7.613799e-01 -0.238609944 -0.57135252 47.98477
## 2310 12 -4.987218e+00 -0.238609944 -0.57135252 46.96949
## 2311 12 4.009397e+00 -0.238609944 -0.57135252 41.22301
## 2312 12 -7.615459e+00 -0.238609944 -0.57135252 48.66542
## 2313 12 7.167745e-01 -0.238609944 -0.57135252 60.17229
## 2314 12 -1.973987e+00 -0.238609944 -0.57135252 64.11605
## 2315 12 -4.309668e+00 -0.238609944 -0.57135252 47.39099
## 2316 12 -4.618851e+00 -0.238609944 -0.57135252 49.56648
## 2317 12 -3.043209e+00 -0.238609944 -0.57135252 56.75598
## 2318 12 -3.787220e-01 0.346735405 -0.57135252 59.54970
## 2319 12 2.558684e+00 0.346735405 -0.57135252 42.06940
## 2320 12 -4.794682e+00 0.346735405 -0.57135252 48.74721
## 2321 12 -4.502552e+00 0.346735405 -0.57135252 57.29468
## 2322 12 -3.552979e+00 0.346735405 -0.57135252 43.14204
## 2323 12 6.208460e+00 0.346735405 -0.57135252 50.04565
## 2324 12 1.023050e+00 0.346735405 -0.57135252 54.47186
## 2325 12 1.315387e+00 0.346735405 -0.57135252 42.04354
## 2326 12 4.152503e+00 0.346735405 -0.57135252 42.38800
## 2327 12 -1.370213e+00 0.346735405 -0.57135252 50.18682
## 2328 12 1.190215e+00 0.346735405 -0.57135252 40.90204
## 2329 12 1.930366e+00 0.346735405 -0.57135252 50.14369
## 2330 12 -6.608191e+00 0.346735405 -0.57135252 50.95087
## 2331 12 -2.007857e+00 0.346735405 -0.57135252 56.04048
## 2332 12 -4.471043e+00 0.346735405 -0.57135252 48.83697
## 2333 12 4.289781e+00 0.346735405 -0.57135252 48.99847
## 2334 12 4.155921e+00 0.346735405 -0.57135252 54.35620
## 2335 12 3.474909e+00 0.346735405 -0.57135252 48.08235
## 2336 12 2.250988e-01 0.346735405 -0.57135252 50.68795
## 2337 12 1.899393e+00 0.346735405 -0.57135252 47.30369
## 2338 12 -4.470308e+00 0.346735405 -0.57135252 81.45045
## 2339 12 1.032112e+00 0.346735405 -0.57135252 39.15307
## 2340 12 -4.413722e+00 0.346735405 -0.57135252 41.77985
## 2341 12 1.782308e+00 3.266660053 -0.57135252 39.13679
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## 2394 13 -1.349387e+00 0.430345988 -1.00308250 40.96339
## 2395 13 -4.014591e-01 0.430345988 -1.00308250 41.60654
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## 2398 13 -2.549974e+00 0.430345988 -1.00308250 55.07644
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## 2400 13 4.849784e+00 0.430345988 -1.00308250 57.12052
## 2401 13 -1.272080e+00 -1.861955320 -1.00308250 50.73759
## 2402 13 -2.857602e+00 -1.861955320 -1.00308250 41.87284
## 2403 13 -8.732084e+00 -1.861955320 -1.00308250 51.32283
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## 2405 13 -1.610110e+00 -1.861955320 -1.00308250 56.59289
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## 2411 13 -1.450756e+00 -1.861955320 -1.00308250 57.10524
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## 2415 13 1.355747e+00 -1.861955320 -1.00308250 48.56979
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## 2548 13 -1.421343e+00 2.352656732 -1.00308250 53.28273
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## 2552 13 -2.092690e+00 -0.302684886 -1.00308250 57.28602
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## 2555 13 -1.436059e-01 -0.302684886 -1.00308250 57.81703
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## 2574 13 5.186549e+00 -0.302684886 -1.00308250 48.38112
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## 2580 14 -1.251878e+00 -4.401801337 3.03503523 52.13060
## 2581 14 -6.484135e-01 -4.401801337 3.03503523 62.31309
## 2582 14 -3.040668e+00 -4.401801337 3.03503523 52.87034
## 2583 14 -4.718247e+00 -4.401801337 3.03503523 58.33755
## 2584 14 -1.128426e+00 -4.401801337 3.03503523 47.53347
## 2585 14 -5.963687e+00 -4.401801337 3.03503523 42.84434
## 2586 14 -6.011244e+00 -4.401801337 3.03503523 58.53882
## 2587 14 9.612224e-01 -4.401801337 3.03503523 62.21179
## 2588 14 1.579113e+00 -4.401801337 3.03503523 56.29198
## 2589 14 2.435945e+00 -4.401801337 3.03503523 59.64074
## 2590 14 2.888818e+00 -4.401801337 3.03503523 39.50670
## 2591 14 -2.167675e-02 -4.401801337 3.03503523 53.74455
## 2592 14 2.783862e-01 -4.401801337 3.03503523 61.19287
## 2593 14 -2.891863e+00 -4.401801337 3.03503523 53.71107
## 2594 14 3.211866e+00 1.691382723 3.03503523 57.59472
## 2595 14 -7.032386e+00 1.691382723 3.03503523 57.24779
## 2596 14 -2.059130e+00 1.691382723 3.03503523 55.94349
## 2597 14 -6.094659e+00 1.691382723 3.03503523 43.95765
## 2598 14 -3.010014e-01 1.691382723 3.03503523 48.21641
## 2599 14 -3.287708e+00 1.691382723 3.03503523 58.46501
## 2600 14 4.802569e+00 1.691382723 3.03503523 49.49616
## 2601 14 6.655344e-01 1.691382723 3.03503523 56.73225
## 2602 14 3.372989e+00 1.691382723 3.03503523 54.84642
## 2603 14 8.064279e-01 1.691382723 3.03503523 58.78856
## 2604 14 -9.219850e-01 1.691382723 3.03503523 49.36549
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## 2606 14 -5.828660e+00 1.691382723 3.03503523 50.63490
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## 2873 15 1.593049e+00 3.237658668 -0.08028606 64.14794
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## 2875 15 6.335264e+00 3.237658668 -0.08028606 50.22490
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## 2883 15 1.448978e+00 -2.025974114 -0.08028606 49.60695
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## 2885 15 -1.314603e+00 -2.025974114 -0.08028606 45.42401
## 2886 15 1.365465e-02 -2.025974114 -0.08028606 59.89783
## 2887 15 3.083861e+00 -2.025974114 -0.08028606 50.08754
## 2888 15 2.981161e+00 -2.025974114 -0.08028606 52.44151
## 2889 15 3.961724e+00 -2.025974114 -0.08028606 43.24459
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## 2923 15 -3.144163e+00 -4.994769428 -0.08028606 46.03290
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## 2932 15 -2.964197e+00 -4.994769428 -0.08028606 59.69038
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## 2935 15 -1.012780e+00 -4.994769428 -0.08028606 44.85051
## 2936 15 3.847687e+00 -4.308185991 -0.08028606 47.87885
## 2937 15 -1.989388e+00 -4.308185991 -0.08028606 57.73548
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## 2939 15 -3.260130e+00 -4.308185991 -0.08028606 49.23160
## 2940 15 3.887091e+00 -4.308185991 -0.08028606 32.33349
## 2941 15 -5.047909e+00 -4.308185991 -0.08028606 55.49969
## 2942 15 -7.951144e+00 -4.308185991 -0.08028606 48.28529
## 2943 15 -1.837986e+00 -4.308185991 -0.08028606 52.34647
## 2944 15 2.420038e+00 -4.308185991 -0.08028606 52.13550
## 2945 15 2.119920e+00 -4.308185991 -0.08028606 56.92829
## 2946 15 2.270821e+00 -4.308185991 -0.08028606 48.34883
## 2947 15 9.530731e-01 -4.308185991 -0.08028606 54.78932
## 2948 15 1.052253e+00 -4.308185991 -0.08028606 46.10545
## 2949 15 -5.883797e-01 -4.308185991 -0.08028606 51.88389
## 2950 15 3.677180e+00 -4.308185991 -0.08028606 48.53579
## random_effects achievement
## 1 0.053055600 61.96182
## 2 0.053055600 40.53228
## 3 0.053055600 49.89367
## 4 0.053055600 56.89840
## 5 0.053055600 46.36904
## 6 0.053055600 45.58215
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## 10 0.053055600 45.79502
## 11 0.053055600 59.11107
## 12 0.053055600 46.36071
## 13 0.053055600 32.86649
## 14 0.053055600 57.68996
## 15 0.053055600 49.79824
## 16 0.053055600 46.22341
## 17 0.053055600 32.71969
## 18 3.268472129 61.01541
## 19 3.268472129 30.71869
## 20 3.268472129 58.72081
## 21 3.268472129 40.05627
## 22 3.268472129 62.84470
## 23 3.268472129 64.22755
## 24 3.268472129 38.92110
## 25 3.268472129 51.41071
## 26 3.268472129 56.70512
## 27 3.268472129 48.55126
## 28 3.268472129 49.91210
## 29 3.268472129 53.57585
## 30 3.268472129 61.68285
## 31 3.268472129 53.30005
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## 33 3.268472129 45.83733
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## 1977 1.219850514 36.57401
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## 1990 1.219850514 51.77313
## 1991 1.219850514 57.61140
## 1992 1.219850514 53.45337
## 1993 1.219850514 55.59329
## 1994 1.219850514 41.08333
## 1995 -3.107249064 52.11706
## 1996 -3.107249064 44.92546
## 1997 -3.107249064 41.49745
## 1998 -3.107249064 70.10870
## 1999 -3.107249064 41.95618
## 2000 -3.107249064 45.25057
## 2001 -3.107249064 60.13930
## 2002 -3.107249064 63.45421
## 2003 -3.107249064 51.89398
## 2004 -3.107249064 45.20900
## 2005 -3.107249064 52.82043
## 2006 -3.107249064 46.49840
## 2007 -3.107249064 49.36270
## 2008 -3.107249064 50.51860
## 2009 -3.107249064 30.46658
## 2010 -3.107249064 48.99196
## 2011 -3.107249064 58.97935
## 2012 -3.107249064 34.35449
## 2013 -3.107249064 64.13662
## 2014 -3.107249064 60.81392
## 2015 0.782657669 41.87600
## 2016 0.782657669 63.56093
## 2017 0.782657669 44.27973
## 2018 0.782657669 41.47824
## 2019 0.782657669 35.76131
## 2020 0.782657669 44.05283
## 2021 0.782657669 64.43426
## 2022 0.782657669 58.10385
## 2023 0.782657669 60.99736
## 2024 0.782657669 57.60559
## 2025 0.782657669 46.23034
## 2026 0.782657669 54.46424
## 2027 0.782657669 54.04041
## 2028 0.782657669 43.27427
## 2029 0.782657669 50.16144
## 2030 0.782657669 58.38204
## 2031 0.782657669 64.24002
## 2032 0.782657669 47.22186
## 2033 0.782657669 54.55948
## 2034 0.782657669 57.53157
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