Compute Power, Type I Error, or Precision Statistics
compute_statistics(
data,
sim_args,
power = TRUE,
type_1_error = TRUE,
precision = TRUE,
alternative_power = FALSE,
type_s_error = FALSE,
type_m_error = FALSE
)
A list of model results generated by replicate_simulation
function.
A named list with special model formula syntax. See details and examples for more information. The named list may contain the following:
fixed: This is the fixed portion of the model (i.e. covariates)
random: This is the random portion of the model (i.e. random effects)
error: This is the error (i.e. residual term).
TRUE/FALSE flag indicating whether power should be computed. Defaults to TRUE.
TRUE/FALSE flag indicating whether type I error rate should be computed. Defaults to TRUE.
TRUE/FALSE flag indicating whether precision should be computed. Defaults to TRUE.
TRUE/FALSE flag indicating whether alternative power estimates should be computed. If TRUE, this must be accompanied by thresholds specified within the power simulation arguments. Defaults to FALSE.
TRUE/FALSE flag indicating whether Type S error should be computed. Defaults to FALSE.
TRUE/FALSE flag indicating whether Type M error should be computed. Defaults to FALSE.