chunkwise_lm.fmri_dataset: Chunkwise Linear Model for fMRI Dataset

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

Chunkwise Linear Model for fMRI Dataset

Description

This function performs a chunkwise linear model analysis on fMRI dataset, splitting the dataset into chunks and running the linear model on each chunk.

Usage

## S3 method for class 'fmri_dataset'
chunkwise_lm(
  dset,
  model,
  conlist,
  fcon,
  nchunks,
  robust = FALSE,
  verbose = FALSE
)

Arguments

dset	An object of class fmri_dataset.
model	The fMRI model used for the analysis.
conlist	The list of contrasts used in the analysis.
fcon	The F-contrasts used in the analysis.
nchunks	The number of chunks to divide the dataset into.
robust	Whether to use robust linear modeling (default is FALSE).
verbose	Whether to display progress messages (default is FALSE).

Value

A list containing the unpacked chunkwise results.

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