Reference

All functions

BHMSMA()

Bayesian hierarchical multi-subject multiscale analysis (BHMSMA) of functional MRI data or other multiscale data

BHMSMAfMRI

Bayesian Hierarchical Multi-Subject Multiscale Analysis (BHMSMA) of Functional MRI Data

fmridata

A simulated fMRI data for 3 subjects

glmcoef()

Fit GLM (general linear model) to the fMRI time-series of all voxels within a single 2D brain slice

hyperparamest()

Obtain estimates of the hyperparameters of the BHMSMA model

postglmcoef()

Obtain posterior estimate of a 2D GLM coefficients map of a regressor

postgroupglmcoef()

Obtain posterior group estimate of a 2D GLM coefficients map of a regressor

postmixprob()

Obtain estimates of the mixture probabilities defining the BHMSMA posterior wavelet coefficients distributions

postsamples()

Obtain samples from the posterior distribution of a 2D GLM coefficient map.

postwaveletcoef()

Obtain posterior estimates of the BHMSMA wavelet coefficients

readfmridata()

Import fMRI data from various fMRI image files

substituteWaveletCoef()

Substitute 2D wavelet transform coefficients with user-given values

waveletcoef()

Apply discrete wavelet transform (DWT) to a 2D GLM coefficient map of a regressor