regionalpcs
Summarizing Regional Methylation with Regional Principal Components Analysis
Bioconductor version: Release (3.20)
Functions to summarize DNA methylation data using regional principal components. Regional principal components are computed using principal components analysis within genomic regions to summarize the variability in methylation levels across CpGs. The number of principal components is chosen using either the Marcenko-Pasteur or Gavish-Donoho method to identify relevant signal in the data.
Author: Tiffany Eulalio [aut, cre] 
Maintainer: Tiffany Eulalio <tyeulalio at gmail.com>
citation("regionalpcs")):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("regionalpcs")
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("regionalpcs")| regionalpcs | HTML | R Script |
| Reference Manual | ||
| NEWS | Text | |
| LICENSE | Text |
Details
| biocViews | DNAMethylation, DifferentialMethylation, MethylationArray, Software, StatisticalMethod |
| Version | 1.4.0 |
| In Bioconductor since | BioC 3.18 (R-4.3) (1 year) |
| License | MIT + file LICENSE |
| Depends | R (>= 4.3.0) |
| Imports | dplyr, PCAtools, tibble, GenomicRanges |
| System Requirements | |
| URL | https://github.com/tyeulalio/regionalpcs |
| Bug Reports | https://github.com/tyeulalio/regionalpcs/issues |
See More
| Suggests | knitr, rmarkdown, RMTstat, testthat (>= 3.0.0), BiocStyle, tidyr, minfiData, TxDb.Hsapiens.UCSC.hg19.knownGene, IRanges |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | regionalpcs_1.4.0.tar.gz |
| Windows Binary (x86_64) | regionalpcs_1.4.0.zip |
| macOS Binary (x86_64) | regionalpcs_1.4.0.tgz |
| macOS Binary (arm64) | regionalpcs_1.4.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/regionalpcs |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/regionalpcs |
| Bioc Package Browser | https://code.bioconductor.org/browse/regionalpcs/ |
| Package Short Url | https://bioconductor.org/packages/regionalpcs/ |
| Package Downloads Report | Download Stats |