vbmp

This is the released version of vbmp; for the devel version, see vbmp.

All versions

3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11, 3.10, 3.9, 3.8, 3.7, 3.6, 3.5, 3.4, 3.3, 3.2, 3.1, 3.0, 2.14, 2.13, 2.12, 2.11, 2.10, 2.9, 2.8, 2.7, 2.6, 2.5

Variational Bayesian Multinomial Probit Regression

Bioconductor version: Release (3.23)

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")):

Nicola Lama, Mark Girolami. vbmp: Variational Bayesian Multinomial Probit Regression. doi:10.18129/B9.bioc.vbmp, R package version 1.80.0, https://bioconductor.org/packages/vbmp.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

if (!require("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")

vbmp Tutorial	PDF	R Script
Reference Manual	PDF

Need some help? Ask on the Bioconductor Support site!

Details

biocViews	Classification, Software
Version	1.80.0
In Bioconductor since	BioC 2.1 (R-2.6) (19 years)
License	GPL (>= 2)
Depends	R (>= 2.10)
Imports
System Requirements
URL	http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1

Suggests	Biobase (>= 2.5.5), statmod
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report	Build Report, r-universe

Package Archives

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

Source Package	vbmp_1.80.0.tar.gz
Windows Binary (x86_64)	vbmp_1.80.0.zip
macOS Binary (big-sur-x86_64)	vbmp_1.80.0.tgz
macOS Binary (sonoma-arm64)	vbmp_1.80.0.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