AnalyzeFMRI (version 1.1-16)

ICAtemp: ICAtemp

Description

This function performs a temporal ICA

Usage

ICAtemp(X,n.comp,alg.typ="parallel",centering=TRUE,hp.filter=TRUE)

Arguments

X

a matrix of size vm x tm which contains the functionnal images

n.comp

number of maximally independent components to extract

alg.typ

if 'alg.typ == "parallel"' the components are extracted simultaneously (the default). if 'alg.typ == "deflation"' the components are extracted one at a time.

centering

Logical. Should we center the data first. Centering will be performed by firstly removing the column mean.

hp.filter

Logical. Should we perform high-pass filtering on the data

Value

A list containing

time.series

estimated source matrix of size n.comp x tm

spatial.components

estimated mixing matrix of size vm x n.comp

See Also

ICAspat

Examples

# NOT RUN {
# TODO!!
# }