vbmp

Variational Bayesian Multinomial Probit Regression

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://bioconductor.org/biocLite.R")
    biocLite("vbmp")

Documentation

Package Downloads

vbmp Tutorial

Reference Manual

Package source	vbmp_1.10.0.tar.gz
Windows binary	vbmp_1.10.0.zip
MacOS X 10.4 (Tiger) binary	vbmp_1.10.0.tgz
MacOS X 10.5 (Leopard) binary	vbmp_1.10.0.tgz
Package Downloads Report	Downloads Stats

Details

biocViews	Statistics , Classification
Depends	R
Imports
Suggests	Biobase , statmod
System Requirements
License	GPL version 2 or newer
URL	http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
Depends On Me
Imports Me
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Development History	Bioconductor Changelog