Title: Nonparametric Depth Functions for Multivariate Analysis
Description: Tools for depth functions methodology applied
to multivariate analysis. Besides allowing calculation
of depth values and depth-based location estimators, the package
includes functions or drawing contour plots and perspective plots
of depth functions. Euclidian and spherical depths are supported.
Depends: R (>= 3.2.0), abind, grDevices, circular, rgl

src/depth.f contains eigen, tql2 and tred2 written by the EISPLACK authors,
dgedi, dgefa from LINPACK written by Cleve Moler,
daxpy, dscal, dswap and idamax from LINPACK written by Jack Dongarra,
AS 143 written by F. K. Bedall and H. Zimmermann,
AS 307 written by P.J. Rousseeuw and I. Ruts.

Title: Multivariate Analogy of Quantiles
Description: Could be used to obtain spatial depths, spatial ranks and outliers of multivariate random variables. Could also be used to visualize DD-plots (a multivariate generalization of QQ-plots).

Package: depthTools
Version: 0.1-0
Date: 2010-09-01
Title: Depth Tools Package
Author: Sara Lopez-Pintado <sl2929@columbia.edu> and Aurora Torrente
<etorrent@est-econ.uc3m.es>.
Maintainer: Aurora Torrente <etorrent@est-econ.uc3m.es>
Depends: R (>= 2.8.0)
Description: depthTools is a package that implements 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.
License: GPL (>= 2)
Packaged: 2012-10-29 08:58:33 UTC; ripley
Repository: CRAN
Date/Publication: 2012-10-29 08:58:33

Package: depthTools
Version: 0.2
Date: 2013-01-30
Title: Depth Tools Package
Author: Sara Lopez-Pintado <sl2929@columbia.edu> and Aurora Torrente
<etorrent@est-econ.uc3m.es>.
Maintainer: Aurora Torrente <etorrent@est-econ.uc3m.es>
Depends: R (>= 2.8.0)
Description: depthTools is a package that implements 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.
License: GPL (>= 2)
Packaged: 2013-02-01 11:51:35 UTC; migueltardio
Repository: CRAN
Date/Publication: 2013-02-05 16:11:01