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OVESEG

OVESEG-test to detect tissue/cell-specific markers

Bioconductor version: 3.24 · Package version: 1.29.0

An R package for multiple-group comparison to detect tissue/cell-specific marker genes among subtypes. It provides functions to compute OVESEG-test statistics, derive component weights in the mixture null distribution model and estimate p-values from weightedly aggregated permutations. Obtained posterior probabilities of component null hypotheses can also portrait all kinds of upregulation patterns among subtypes.

Installation

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

BiocManager::install("OVESEG")

Details

MaintainerLulu Chen <luluchen@vt.edu>
AuthorLulu Chen <luluchen@vt.edu>
LicenseGPL-2
Bug Reportshttps://github.com/Lululuella/OVESEG
System RequirementsC++11
Downloads rank447
Source branchdevel
biocViewsCellBiology, GeneExpression, MultipleComparison, Software

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageOVESEG_1.29.0.tar.gz
Windows binary (x86_64)OVESEG_1.29.0.zip
macOS binary (arm64)OVESEG_1.29.0.tgz
macOS binary (x86_64)OVESEG_1.29.0.tgz
Dependencies

Depends: R (>= 3.6)

Imports: stats, utils, methods, BiocParallel, SummarizedExperiment, limma, fdrtool, Rcpp

LinkingTo: Rcpp

Suggests: knitr, rmarkdown, BiocStyle, testthat, ggplot2, gridExtra, grid, reshape2, scales