DOI: 10.18129/B9.bioc.vbmp    

This package is for version 3.12 of Bioconductor; for the stable, up-to-date release version, see vbmp.

Variational Bayesian Multinomial Probit Regression

Bioconductor version: 3.12

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>

Citation (from within R, enter citation("vbmp")):


To install this package, start R (version "4.0") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))


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PDF R Script vbmp Tutorial
PDF   Reference Manual


biocViews Classification, Software
Version 1.58.0
In Bioconductor since BioC 2.1 (R-2.6) (13.5 years)
License GPL (>= 2)
Depends R (>= 2.10)
Suggests Biobase(>= 2.5.5), statmod
URL http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
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Source Package vbmp_1.58.0.tar.gz
Windows Binary vbmp_1.58.0.zip
macOS 10.13 (High Sierra) vbmp_1.58.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/vbmp
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/vbmp
Package Short Url https://bioconductor.org/packages/vbmp/
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