vbmp

Variational Bayesian Multinomial Probit Regression

Bioconductor version: Development (3.0)

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 Classification, Software
Version 1.33.0
In Bioconductor since BioC 2.1 (R-2.6)
License GPL (>= 2)
Depends R (>= 2.10)
Imports
Suggests Biobase(>= 2.5.5), statmod
System Requirements
URL http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
Depends On Me
Imports Me
Suggests Me

Package Downloads

Package Source vbmp_1.33.0.tar.gz
Windows Binary vbmp_1.33.0.zip (32- & 64-bit)
Mac OS X 10.6 (Snow Leopard) vbmp_1.33.0.tgz
Mac OS X 10.9 (Mavericks)
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