PRANA: Pseudo-Value Regression Approach for Network Analysis (PRANA)

A novel pseudo-value regression approach for the differential co-expression network analysis in expression data, which can incorporate additional clinical variables in the model. This is a direct regression modeling for the differential network analysis, and it is therefore computationally amenable for the most users.

Version: 1.0.3
Depends: R (≥ 3.5.0)
Imports: dnapath, dplyr, parallel, robustbase, stats, minet
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2023-03-29
Author: Ahn Seungjun ORCID iD [cre, aut, trl], Datta Somnath [ctb, ths]
Maintainer: Ahn Seungjun <sahn1 at ufl.edu>
License: GPL-3
NeedsCompilation: no
Language: en-US
CRAN checks: PRANA results

Documentation:

Reference manual: PRANA.pdf
Vignettes: UserManualPRANA

Downloads:

Package source: PRANA_1.0.3.tar.gz
Windows binaries: r-devel: PRANA_1.0.3.zip, r-release: PRANA_1.0.3.zip, r-oldrel: PRANA_1.0.3.zip
macOS binaries: r-release (arm64): PRANA_1.0.3.tgz, r-oldrel (arm64): PRANA_1.0.3.tgz, r-release (x86_64): PRANA_1.0.3.tgz, r-oldrel (x86_64): PRANA_1.0.3.tgz

Linking:

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