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ccaPP (version 0.3.3)

(Robust) Canonical Correlation Analysis via Projection Pursuit

Description

Canonical correlation analysis and maximum correlation via projection pursuit, as well as fast implementations of correlation estimators, with a focus on robust and nonparametric methods.

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Version

Install

install.packages('ccaPP')

Monthly Downloads

1,690

Version

0.3.3

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

December 9th, 2019

Functions in ccaPP (0.3.3)

corFunctions

Fast implementations of (robust) correlation estimators

maxCorProj

(Robust) maximum correlation via projections through the data points

ccaProj

(Robust) CCA via projections through the data points

fastMAD

Fast implementation of the median absolute deviation

diabetes

Diabetes data

permTest

(Robust) permutation test for no association

ccaGrid

(Robust) CCA via alternating series of grid searches

fastMedian

Fast implementation of the median

ccaPP-package

tools:::Rd_package_title("ccaPP")

maxCorGrid

(Robust) maximum correlation via alternating series of grid searches