depthTools: Depth Tools Package

Implementation of different statistical tools for the description and analysis of gene expression data based on the concept of data depth, namely, the scale curves for visualizing the dispersion of one or various groups of samples (e.g. types of tumors), a rank test to decide whether two groups of samples come from a single distribution and two methods of supervised classification techniques, the DS and TAD methods. All these techniques are based on the Modified Band Depth, which is a recent notion of depth with a low computational cost, what renders it very appropriate for high dimensional data such as gene expression data.

Version:	0.7
Depends:	R (≥ 2.8.0)
Published:	2021-05-24
DOI:	10.32614/CRAN.package.depthTools
Author:	Sara Lopez-Pintado and Aurora Torrente.
Maintainer:	Aurora Torrente <etorrent at est-econ.uc3m.es>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
In views:	Omics
CRAN checks:	depthTools results

Documentation:

Reference manual:

depthTools.html , depthTools.pdf

Downloads:

Package source:	depthTools_0.7.tar.gz
Windows binaries:	r-devel: depthTools_0.7.zip, r-release: depthTools_0.7.zip, r-oldrel: depthTools_0.7.zip
macOS binaries:	r-release (arm64): depthTools_0.7.tgz, r-oldrel (arm64): depthTools_0.7.tgz, r-release (x86_64): depthTools_0.7.tgz, r-oldrel (x86_64): depthTools_0.7.tgz
Old sources:	depthTools archive

Reverse dependencies:

Reverse depends:

briKmeans, ILS, RcmdrPlugin.depthTools

Linking:

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