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This function generates a single dataset and fits all specified models to it, calculating metrics for each model fit.

Usage

dataset_sim(
  data_gen_conf,
  fit_confs,
  prefits,
  stan_pars,
  seed,
  debug,
  result_path,
  ...
)

Arguments

data_gen_conf

A list containing data generation configuration parameters

fit_confs

A data.frame containing model fitting configurations

prefits

A list of precompiled brms model objects

stan_pars

A list containing Stan/brms fitting parameters

seed

Random seed for reproducible data generation and model fitting

debug

Logical; if TRUE, saves intermediate results for debugging

result_path

Path where debug files should be saved

...

Additional arguments passed to metric calculation functions

Value

A tibble containing simulation results for all models

Examples

if (FALSE) { # \dontrun{
# This function is typically called internally by dataset_conf_sim()
# See full_simulation() examples for complete usage
} # }