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depthTools  

Depth Tools Package
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]
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:
0.1-0 (2012-10-29 08:58), 0.2 (2013-02-05 16:11), 0.3 (2013-04-03 16:03), 0.4 (2013-06-13 18:17), 0.5 (2020-10-16 08:20), 0.6 (2021-05-17 20:40)
Other packages that cited depthTools R package
View depthTools citation profile
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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