fmri_lm_fit: Fit an fMRI linear regression model with a specified fitting...

In bbuchsbaum/fmrireg: R package for the anlysis of fmri data

Fit an fMRI linear regression model with a specified fitting strategy

Description

This function fits an fMRI linear regression model using the specified fmri_model object, dataset, and data splitting strategy (either "runwise" or "chunkwise"). It is primarily an internal function used by the fmri_lm function.

Usage

fmri_lm_fit(
  fmrimod,
  dataset,
  strategy = c("chunkwise", "runwise"),
  robust = FALSE,
  nchunks = 10,
  ...
)

Arguments

fmrimod	An object of type fmri_model.
dataset	An object derived from fmri_dataset containing the time-series data.
strategy	The data splitting strategy, either "chunkwise" or "runwise". Default is "chunkwise".
robust	Whether to use robust fitting. Default is FALSE.
nchunks	Number of data chunks when strategy is chunkwise. Default is 10.
...	Extra arguments.

Value

A fitted fMRI linear regression model with the specified fitting strategy.

See Also

fmri_lm, fmri_model, fmri_dataset

bbuchsbaum/fmrireg documentation built on May 16, 2023, 10:56 a.m.