vbmp

Variational Bayesian Multinomial Probit Regression

Bioconductor version: 2.8

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 <nicola.lama at unina2.it>, Mark Girolami <girolami at dcs.gla.ac.uk>

Maintainer: Nicola Lama <nicola.lama at unina2.it>

To install this package, start R and enter:

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

To cite this package in a publication, start R and enter:

    citation("vbmp")

Documentation

PDF R Script vbmp Tutorial
PDF   Reference Manual

Details

biocViews Bioinformatics, Classification
Depends R (>= 2.5)
Imports
Suggests Biobase(>= 2.5.5), statmod
System Requirements
License GPL (>= 2)
URL http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
Depends On Me
Imports Me
Suggests Me
Version 1.20.0
Since Bioconductor 2.1 (R-2.6)

Package Downloads

Package Source vbmp_1.20.0.tar.gz
Windows Binary vbmp_1.20.0.zip (32- & 64-bit)
MacOS 10.5 (Leopard) binary vbmp_1.20.0.tgz
Package Downloads Report Download Stats

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