R package SBLF

Overview

This R package provides a user-friendly interface for fitting spatial Bayesian latent factor models. Uncover the latent brain image structure using image on image regression.

Installation

The package is currently only runnable on Linux. Windows or Mac users can run a virtual Linux distribution on their machine or use a cluster.

To install, open R and run:

If the devtools package is not yet installed, install it first:

install.packages('devtools')
library(devtools)

# install SBLF from Github:
install_github('umich-biostatistics/SBLF') 
library(SBLF)

Example usage

Quick example:

?SBLF
mod = SBLF(xtrain, xtest, ztrain, ztest, voxel_loc, seed = 1234, burnin = 250, iter = 500)