vbmp

DOI: 10.18129/B9.bioc.vbmp    

This package is for version 3.11 of Bioconductor; for the stable, up-to-date release version, see vbmp.

Variational Bayesian Multinomial Probit Regression

Bioconductor version: 3.11

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")):

Installation

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

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("vbmp")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("vbmp")

 

PDF R Script vbmp Tutorial
PDF   Reference Manual

Details

biocViews Classification, Software
Version 1.56.0
In Bioconductor since BioC 2.1 (R-2.6) (13 years)
License GPL (>= 2)
Depends R (>= 2.10)
Imports
LinkingTo
Suggests Biobase(>= 2.5.5), statmod
SystemRequirements
Enhances
URL http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package vbmp_1.56.0.tar.gz
Windows Binary vbmp_1.56.0.zip
macOS 10.13 (High Sierra) vbmp_1.56.0.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/
Package Downloads Report Download Stats

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