lfa

DOI: 10.18129/B9.bioc.lfa    

Logistic Factor Analysis for Categorical Data

Bioconductor version: Release (3.13)

LFA is a method for a PCA analogue on Binomial data via estimation of latent structure in the natural parameter.

Author: Wei Hao, Minsun Song, John D. Storey

Maintainer: Wei Hao <whao at princeton.edu>, John D. Storey <jstorey at princeton.edu>

Installation

To install this package, start R (version "4.1") and enter:

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

BiocManager::install("lfa")

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("lfa")

 

PDF	R Script	lfa Package
PDF		Reference Manual

Details

biocViews	DimensionReduction, PrincipalComponent, SNP, Software
Version	1.22.0
In Bioconductor since	BioC 3.2 (R-3.2) (6 years)
License	GPL-3
Depends	R (>= 3.2)
Imports	corpcor
LinkingTo
Suggests	knitr, ggplot2
SystemRequirements
Enhances
URL	https://github.com/StoreyLab/lfa
BugReports	https://github.com/StoreyLab/lfa/issues
Depends On Me
Imports Me	gcatest
Suggests Me	popkin
Links To Me
Build Report

Package Archives

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

Source Package	lfa_1.22.0.tar.gz
Windows Binary	lfa_1.22.0.zip (32- & 64-bit)
macOS 10.13 (High Sierra)	lfa_1.22.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/lfa
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/lfa
Package Short Url	https://bioconductor.org/packages/lfa/
Package Downloads Report	Download Stats