BHMSMAfMRI

Bayesian Hierarchical Multi-Subject Multiscale Analysis of Functional MRI Data

Performs Bayesian hierarchical multi-subject multiscale analysis of fMRI data as described in Sanyal & Ferreira (2012) <DOI:10.1016/j.neuroimage.2012.08.041> using wavelet based prior that borrows strength across subjects and returns posterior smoothed versions of the fMRI data and samples from the posterior distribution.

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Description file content

Package
BHMSMAfMRI
Version
1.3
Date
2019-05-15
Title
Bayesian Hierarchical Multi-Subject Multiscale Analysis of Functional MRI Data
Author
Nilotpal Sanyal [aut, cre], Marco A.R. Ferreira [aut]
Maintainer
Nilotpal Sanyal
Depends
oro.nifti, wavethresh, compiler
Suggests
knitr
VignetteBuilder
knitr
Description
Performs Bayesian hierarchical multi-subject multiscale analysis of fMRI data as described in Sanyal & Ferreira (2012) using wavelet based prior that borrows strength across subjects and returns posterior smoothed versions of the fMRI data and samples from the posterior distribution.
License
GPL (>= 2)
URL
Repository
CRAN
NeedsCompilation
no
Packaged
2019-05-15 16:47:27 UTC; nsanyal
Date/Publication
2019-05-16 07:50:03 UTC

install.packages('BHMSMAfMRI')

1.3

7 days ago

https://www.r-project.org

Nilotpal Sanyal

GPL (>= 2)

Depends on

oro.nifti, wavethresh, compiler

Suggests

knitr

Discussions