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ReporterScore: Generalized Reporter Score-Based Enrichment Analysis for Omics Data

Inspired by the classic 'RSA', we developed the improved 'Generalized Reporter Score-based Analysis (GRSA)' method, implemented in the R package 'ReporterScore', along with comprehensive visualization methods and pathway databases. 'GRSA' is a threshold-free method that works well with all types of biomedical features, such as genes, chemical compounds, and microbial species. Importantly, the 'GRSA' supports multi-group and longitudinal experimental designs, because of the included multi-group-compatible statistical methods.

Version: 0.1.4
Depends: R (≥ 4.2.0)
Imports: magrittr, dplyr, stats, ggplot2 (≥ 3.2.0), pcutils (≥ 0.2.5), utils, scales, ggnewscale, ggrepel, reshape2, stringr, foreach
Suggests: knitr, rmarkdown, plyr, e1071, factoextra, snow, doSNOW, pheatmap, readr, R.utils, KEGGREST, clusterProfiler, enrichplot, pathview, GSA, vegan, MetaNet, igraph, ggraph, PADOG, safe, rSEA, GSVA
Published: 2024-03-29
Author: Chen Peng ORCID iD [aut, cre]
Maintainer: Chen Peng <pengchen2001 at zju.edu.cn>
BugReports: https://github.com/Asa12138/ReporterScore/issues
License: GPL-3
URL: https://github.com/Asa12138/ReporterScore
NeedsCompilation: no
Citation: ReporterScore citation info
Materials: NEWS
CRAN checks: ReporterScore results

Documentation:

Reference manual: ReporterScore.pdf
Vignettes: ReporterScore

Downloads:

Package source: ReporterScore_0.1.4.tar.gz
Windows binaries: r-devel: ReporterScore_0.1.4.zip, r-release: ReporterScore_0.1.4.zip, r-oldrel: ReporterScore_0.1.4.zip
macOS binaries: r-release (arm64): ReporterScore_0.1.4.tgz, r-oldrel (arm64): ReporterScore_0.1.4.tgz, r-release (x86_64): ReporterScore_0.1.4.tgz, r-oldrel (x86_64): ReporterScore_0.1.4.tgz
Old sources: ReporterScore archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=ReporterScore to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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