Package: DiffCorr 0.4.4

DiffCorr: Analyzing and Visualizing Differential Correlation Networks in Biological Data

A method for identifying pattern changes between 2 experimental conditions in correlation networks (e.g., gene co-expression networks), which builds on a commonly used association measure, such as Pearson's correlation coefficient. This package includes functions to calculate correlation matrices for high-dimensional dataset and to test differential correlation, which means the changes in the correlation relationship among variables (e.g., genes and metabolites) between 2 experimental conditions.

Authors:Atsushi Fukushima [aut, cre], Kozo Nishida [aut]

DiffCorr_0.4.4.tar.gz
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DiffCorr.pdf |DiffCorr.html
DiffCorr/json (API)
NEWS

# Install 'DiffCorr' in R:
install.packages('DiffCorr', repos = c('https://afukushima.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/afukushima/diffcorr/issues

Datasets:
  • AraMetLeaves - A metabolite data set from Arabidopsis leaves by GC-TOF/MS
  • AraMetRoots - A metabolite data set from Arabidopsis roots by GC-TOF/MS

On CRAN:

Conda:

6.81 score 5 stars 1 packages 29 scripts 314 downloads 21 mentions 16 exports 20 dependencies

Last updated 6 months agofrom:cc3b07a22d. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 27 2025
R-4.5-winOKMar 27 2025
R-4.5-macOKMar 27 2025
R-4.5-linuxOKMar 27 2025
R-4.4-winOKMar 27 2025
R-4.4-macOKMar 27 2025
R-4.4-linuxOKMar 27 2025
R-4.3-winOKMar 27 2025
R-4.3-macOKMar 27 2025

Exports:cluster.moleculecomp.2.cc.fdrcompcorrcor.distcor2.testgenerate_gget.eigen.moleculeget.eigen.molecule.graphget.lfdrget.min.maxplotClusterMoleculesplotDiffCorrGroupscalingMethodsuncent.cor2distuncent.cordistwrite.modules

Dependencies:BiobaseBiocGenericsclicpp11fdrtoolgenericsglueigraphlatticelifecyclemagrittrMASSMatrixmulttestpcaMethodspkgconfigRcpprlangsurvivalvctrs

DiffCorr: Analyzing and Visualizing Differential Correlation Networks in Transcriptomic and Metabolomic Data

Rendered fromDiffCorr.Rmdusingknitr::rmarkdownon Mar 27 2025.

Last update: 2024-09-30
Started: 2024-09-22