run_bootstrap: Run bootstrap on an MxModel

In IvanVoronin/TwinAnalysis: This is a package to simplify structural equation modeling - and particularly, twin analysis - in R.

Run bootstrap on an MxModel

Description

It allows running boostrap and saving it to a cache file. If the cache file already exists, it will load the bootstrapped model from cache. It can run in chunks giving an update when each chunk is finished. It measures the time needed to process one chunk and gives an estimation of the total execution time.

Usage

run_bootstrap(
  model,
  cache_file = character(0),
  N = 500,
  force = FALSE,
  by_chunk = TRUE,
  chunk_size = 100
)

Arguments

model	MxModel
cache_file	a character vector indicating the cache file (.rds)
N	number of bootstrap samples
force	force bootstrap regardless of whether the cache file exists
by_chunk	run the bootstrap in chunks
chunk_size	the size of one chunk

Value

MxModel

Note

The bootstrap is only supported for the models with the real (raw) data

IvanVoronin/TwinAnalysis documentation built on July 24, 2024, 9:36 p.m.