selectKSigs (original) (raw)

This is the released version of selectKSigs; for the devel version, seeselectKSigs.

Selecting the number of mutational signatures using a perplexity-based measure and cross-validation

Bioconductor version: Release (3.21)

A package to suggest the number of mutational signatures in a collection of somatic mutations using calculating the cross-validated perplexity score.

Author: Zhi Yang [aut, cre], Yuichi Shiraishi [ctb]

Maintainer: Zhi Yang

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

Installation

To install this package, start R (version "4.5") and enter:


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

BiocManager::install("selectKSigs")

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("selectKSigs")

Details

biocViews Clustering, Sequencing, Software, SomaticMutation, StatisticalMethod
Version 1.20.0
In Bioconductor since BioC 3.11 (R-4.0) (5 years)
License GPL-3
Depends R (>= 3.6)
Imports HiLDA, magrittr, gtools, methods, Rcpp
System Requirements
URL https://github.com/USCbiostats/selectKSigs
Bug Reports https://github.com/USCbiostats/HiLDA/selectKSigs

See More

Suggests knitr, rmarkdown, testthat, BiocStyle, ggplot2, dplyr, tidyr
Linking To Rcpp
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Depends On Me
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Package Archives

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

Source Package selectKSigs_1.20.0.tar.gz
Windows Binary (x86_64) selectKSigs_1.20.0.zip
macOS Binary (x86_64) selectKSigs_1.20.0.tgz
macOS Binary (arm64) selectKSigs_1.20.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/selectKSigs
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/selectKSigs
Bioc Package Browser https://code.bioconductor.org/browse/selectKSigs/
Package Short Url https://bioconductor.org/packages/selectKSigs/
Package Downloads Report Download Stats