GLM_classical: Classical GLM

In mandymejia/BayesfMRI: Spatial Bayesian Methods for Task Functional MRI Studies

Classical GLM

Description

Classical GLM for fit_bayesglm (internal function)

Usage

GLM_classical(
  BOLD,
  design,
  nK2,
  nV_input,
  field_names,
  design_type,
  valid_cols,
  nT,
  do_pw,
  compute_SE = TRUE
)

Arguments

BOLD	BOLD timeseries in vector form (TVx1), result of sparse_and_PW
design	List of large sparse design matrices (each TVxV), one per regressor, result of sparse_and_PW
nK2, nV_input, field_names, design_type	See fit_bayesglm.
valid_cols, nT	See fit_bayesglm.
do_pw	Has prewhitening been performed on the data and design?
compute_SE	Compute SE of model coefficients?

Value

A list of results

mandymejia/BayesfMRI documentation built on April 12, 2025, 3:44 p.m.