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adaptsmoFMRI (version 1.1)

Adaptive Smoothing of FMRI Data

Description

This package contains R functions for estimating the blood oxygenation level dependent (BOLD) effect by using functional Magnetic Resonance Imaging (fMRI) data, based on adaptive Gauss Markov random fields, for real as well as simulated data. The implemented simulations make use of efficient Markov Chain Monte Carlo methods.

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Version

Install

install.packages('adaptsmoFMRI')

Monthly Downloads

221

Version

1.1

License

GPL-2

Maintainer

Max Hughes

Last Published

January 19th, 2013

Functions in adaptsmoFMRI (1.1)

sim.weightsplot

Plot Function for Weights (Simulated Data)
adaptiveGMRF2COVAR

Adaptive GMRF Model (Real Data)
sim.adaptiveGMRF2COVAR

Adaptive GMRF Model for Simulated Data
sim.fmri2COVAR

Simulate FMRI Data
adaptiveGMRF

Adaptive GMRF Model (Real Data)
data_simfmri2COVAR

Simulated FMRI Data Set (for two covariates)
data_simfmri

Simulated FMRI Data Set (for one covariate)
sim.adaptiveGMRF

Adaptive GMRF Model for Simulated Data
weightsplot

Plot Function for Weights (Real Data)
sim.fmri

Simulate FMRI Data
adaptsmoFMRI-package

Adaptive Smoothing of FMRI Data