run_sim: Run simulation
In NErler/simvalidator: Validation of Statistical Models via Simulation

run_sim

R Documentation

Run simulation

Description

Run simulation

Usage

run_sim(
  sim_pars,
  covar_def,
  outcome_pars,
  models,
  mis_scenarios = NULL,
  sim_name = NULL,
  scenarios = NULL,
  batch_size = 10,
  batch_numbers = NULL,
  path = NULL,
  packages = NULL,
  skip_fit = FALSE
)

Arguments

`sim_pars`	list of simulation parameters
`covar_def`	expression defining covariates
`outcome_pars`	list of parameters to create covariates and outcome
`models`	list of model specifications
`mis_scenarios`	list of missingness scenarios
`sim_name`	optional character string used in naming the output folder
`batch_size`	optional; number of simulations per batch (will be saved in separate file)
`batch_numbers`	optional index numbers of the batches of simulations to be run (in order to only run a subset)
`path`	where to save the results (file name will be generated automatically)
`packages`	optional character vector of packages passed to `.packages` in `foreach::foreach`
`skip_fit`	logical; should the step in which the models are fitted be skipped (to only get the simulated data)?