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depthTools
View on CRAN: Click
here
Download and install depthTools package within the R console
Install from CRAN:
install.packages("depthTools")
Install from Github:
library("remotes")
install_github("cran/depthTools")
Install by package version:
library("remotes")
install_version("depthTools", "0.7")
Attach the package and use:
library("depthTools")
Maintained by
Aurora Torrente
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-10-29
Latest Update: 2021-05-24
Description:
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.
How to cite:
Aurora Torrente (2012). depthTools: Depth Tools Package. R package version 0.7, https://cran.r-project.org/web/packages/depthTools. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Other R packages that depthTools depends,
imports, suggests or enhances
Complete documentation for depthTools
Functions, R codes and Examples using
the depthTools R package
Some associated functions: MBD . R.test . centralPlot . classDS . classTAD . prostate . scalecurve . tmean .
Some associated R codes: R.test.R . centralPlot.R . classDS.R . classTAD.R . mbd.R . scalecurve.R . tmean.R . Full depthTools package functions and examples
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