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MPRAnalyze

Statistical Analysis of MPRA data

Bioconductor version: 3.24 · Package version: 1.31.0

MPRAnalyze provides statistical framework for the analysis of data generated by Massively Parallel Reporter Assays (MPRAs), used to directly measure enhancer activity. MPRAnalyze can be used for quantification of enhancer activity, classification of active enhancers and comparative analyses of enhancer activity between conditions. MPRAnalyze construct a nested pair of generalized linear models (GLMs) to relate the DNA and RNA observations, easily adjustable to various experimental designs and conditions, and provides a set of rigorous statistical testig schemes.

Installation

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

BiocManager::install("MPRAnalyze")

Details

MaintainerTal Ashuach <tal_ashuach@berkeley.edu>
AuthorTal Ashuach [aut, cre], David S Fischer [aut], Anat Kriemer [ctb], Fabian J Theis [ctb], Nir Yosef [ctb],
LicenseGPL-3
URLhttps://github.com/YosefLab/MPRAnalyze
Bug Reportshttps://github.com/YosefLab/MPRAnalyze
Downloads rank434
Source branchdevel
biocViewsCellBasedAssays, CellBiology, Classification, DifferentialExpression, ExperimentalDesign, GeneExpression, ImmunoOncology, Sequencing, Software, StatisticalMethod

Documentation

Download

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

Source packageMPRAnalyze_1.31.0.tar.gz
Windows binary (x86_64)MPRAnalyze_1.31.0.zip
macOS binary (arm64)MPRAnalyze_1.31.0.tgz
macOS binary (x86_64)MPRAnalyze_1.31.0.tgz
Dependencies

Imports: BiocParallel, methods, progress, stats, SummarizedExperiment

Suggests: knitr