adaptsmoFMRI: Adaptive Smoothing of FMRI Data
Version 1.1

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.

Browse man pages Browse package API and functions Browse package files

AuthorMax Hughes
Date of publication2013-01-19 16:27:49
MaintainerMax Hughes <hughesgm@me.com>
LicenseGPL-2
Version1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("adaptsmoFMRI")

Man pages

adaptiveGMRF: Adaptive GMRF Model (Real Data)
adaptiveGMRF2COVAR: Adaptive GMRF Model (Real Data)
adaptsmoFMRI-package: Adaptive Smoothing of FMRI Data
sim.adaptiveGMRF: Adaptive GMRF Model for Simulated Data
sim.adaptiveGMRF2COVAR: Adaptive GMRF Model for Simulated Data
sim_fmri: Simulated FMRI Data Set (for one covariate)
sim.fmri: Simulate FMRI Data
sim_fmri_2covar: Simulated FMRI Data Set (for two covariates)
sim.fmri2COVAR: Simulate FMRI Data
sim.weightsplot: Plot Function for Weights (Simulated Data)
weightsplot: Plot Function for Weights (Real Data)

Functions

adaptiveGMRF Man page Source code
adaptiveGMRF2COVAR Man page Source code
adaptsmoFMRI Man page
adaptsmoFMRI-package Man page
data_simfmri Man page
data_simfmri2COVAR Man page
sim.adaptiveGMRF Man page Source code
sim.adaptiveGMRF2COVAR Man page Source code
sim.fmri Man page Source code
sim.fmri2COVAR Man page Source code
sim.weightsplot Man page Source code
weightsplot Man page Source code

Files

MD5
R
R/sim-fmri.R
R/sim-fmri-2covar.R
R/sim-adaptive-gmrf.R
R/sim-adaptive-gmrf-2covar.R
R/plot-weights-sim.R
R/plot-weights-real.R
R/adaptive-gmrf.R
R/adaptive-gmrf-2covar.R
NAMESPACE
man
man/weightsplot.Rd
man/sim_fmri_2covar.Rd
man/sim_fmri.Rd
man/sim.weightsplot.Rd
man/sim.fmri2COVAR.Rd
man/sim.fmri.Rd
man/sim.adaptiveGMRF2COVAR.Rd
man/sim.adaptiveGMRF.Rd
man/adaptsmoFMRI-package.Rd
man/adaptiveGMRF2COVAR.Rd
man/adaptiveGMRF.Rd
DESCRIPTION
data
data/sim_fmri_2covar.RData
data/sim_fmri.RData
data/datalist
adaptsmoFMRI documentation built on May 29, 2017, 12:09 p.m.