CRAN . R-PROJECT . ORG {
}
Title:
CRAN: Package plsgenomics
Description:
Routines for PLS-based genomic analyses, implementing PLS methods for classification with microarray data and prediction of transcription factor activities from combined ChIP-chip analysis. The >=1.2-1 versions include two new classification methods for microarray data: GSIM and Ridge PLS. The >=1.3 versions includes a new classification method combining variable selection and compression in logistic regression context: logit-SPLS; and an adaptive version of the sparse PLS.
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Keywords {🔍}
pls, plsgenomicstgz, plsgenomics, classification, gpl, plsgenomicszip, rrelease, roldrel, reverse, analyses, methods, microarray, data, versions, version, imports, ghislain, durif, binaries, arm, genomics, routines, plsbased, genomic, implementing, prediction, transcription, factor, activities, combined, chipchip, analysis, include, gsim, ridge, includes, method, combining, variable, selection, compression, logistic, regression, context, logitspls, adaptive, sparse, depends, mass, boot,
Topics {✒️}
combined chip-chip analysis /gdurif/plsgenomics/issues license pls-based genomic analyses /gdurif/plsgenomics needscompilation transcription factor activities logistic regression context anne-laure boulesteix sophie lambert-lacroix gz windows binaries netgreg reverse suggests plsgenomics results documentation implementing pls methods readme cran checks zip macos binaries canonical form https org/package=plsgenomics pls analyses classification methods ghislain durif plsgenomics author ridge pls sparse pls reverse imports genomics routines microarray data 2-1 versions include 3 versions includes logit-spls rhpcblasctl published julie peyre korbinian strimmer reference manual pdf downloads package source r-devel r-release r-oldrel cma linking r-project adaptive version gpl-3 [expanded classification plsgenomics package 32614/cran https zip //cran version imports
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