vbmp

Variational Bayesian Multinomial Probit Regression

Bioconductor version: Release (2.7)

Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors. It estimates class membership posterior probability employing variational and sparse approximation to the full posterior. This software also incorporates feature weighting by means of Automatic Relevance Determination.

Author: Nicola Lama, Mark Girolami

Maintainer: Nicola Lama

To install this package, start R and enter:

source("http:///biocLite.R")
biocLite("vbmp")    

Documentation

PDF

R Script

vbmp Tutorial

Reference Manual

Details

biocViews	Bioinformatics, Classification
Depends	R
Imports
Suggests	Biobase, statmod
System Requirements
License	GPL (>= 2)
URL	http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
Depends On Me
Imports Me
Suggests Me
Version	1.18.0

Package Downloads

Package Source	vbmp_1.18.0.tar.gz
Windows Binary	vbmp_1.18.0.zip (32- & 64-bit)
MacOS 10.5 (Leopard) binary	vbmp_1.18.0.tgz
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