BHMSMAfMRI-package {BHMSMAfMRI}R Documentation

Bayesian Hierarchical Multi-Subject Multiscale Analysis of Functional MRI Data

Description

Performs BHMSMA (Sanyal & Ferreira, 2012) of fMRI data using wavelet based prior that borrows strength across subjects and returns posterior smoothed versions of the fMRI data and samples from the posterior distribution. Currently considers 2D slices only.

Details

Package: BHMSMAfMRI
Type: Package
Version: 1.3
Date: 2019-05-15
License: GPL (>= 2)

Author(s)

Nilotpal Sanyal <nsanyal@stanford.edu>, Marco Ferreira <marf@vt.edu>

References

Sanyal, Nilotpal, and Ferreira, Marco A.R. (2012). Bayesian hierarchical multi-subject multiscale analysis of functional MRI data. Neuroimage, 63, 3, 1519-1531.


[Package BHMSMAfMRI version 1.3 Index]