multiresponse_arma: Fit a multiresponse ARMA model

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

Fit a multiresponse ARMA model

Description

This function fits a multiresponse ARMA model for fMRI data with specified autocorrelation structure using the provided formula, dataset environment, contrast list, variable names, F-contrast, design matrix, and block ids.

Usage

multiresponse_arma(
  form,
  data_env,
  conlist,
  vnames,
  fcon,
  modmat,
  blockids,
  autocor = c("ar1", "ar2", "arma", "auto")
)

Arguments

form	The model formula.
data_env	The dataset environment containing the time-series data.
conlist	The contrast list.
vnames	The variable names.
fcon	The F-contrast.
modmat	The design matrix.
blockids	The block ids.
autocor	The autocorrelation structure, either "ar1", "ar2", "arma", or "auto".

Value

A list containing the contrasts, F-contrasts, and beta statistics for the fitted ARMA model.

See Also

lm.fit, Arima, auto.arima

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