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ToolsForCoDa (version 1.0.2)

Multivariate Tools for Compositional Data Analysis

Description

Provides functions for multivariate analysis with compositional data. Includes a function for doing compositional canonical correlation analysis. This analysis requires two data matrices of compositions, which can be adequately transformed and used as entries in a specialized program for canonical correlation analysis, that is able to deal with singular covariance matrices. The methodology is described in Graffelman et al. (2017) .

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Version

Install

install.packages('ToolsForCoDa')

Monthly Downloads

226

Version

1.0.2

License

GPL (>= 2)

Maintainer

Jan Graffelman

Last Published

November 13th, 2017

Functions in ToolsForCoDa (1.0.2)

Artificial

Two sets of 3-part compositions
canocov

Canonical correlation analysis.
cen

centring of a data matrix
clrmat

Centred log-ratio transformation
tr

Compute the trace of a matrix