R: (Robust) Canonical Correlation Analysis via Projection...

ccaPP-package {ccaPP} | R Documentation

## (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.

### Details

The DESCRIPTION file:

Package: | ccaPP
Type: | Package
Title: | (Robust) Canonical Correlation Analysis via Projection Pursuit
Version: | 0.3.3
Date: | 2019-12-09
Depends: | R (>= 3.2.0), parallel, pcaPP (>= 1.8-1), robustbase
Imports: | Rcpp (>= 0.11.0)
LinkingTo: | Rcpp (>= 0.11.0), RcppArmadillo (>= 0.4.100.0)
Suggests: | knitr, mvtnorm
VignetteBuilder: | knitr
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.
License: | GPL (>= 2)
LazyLoad: | yes
Authors@R: | c(person("Andreas", "Alfons", email = "alfons@ese.eur.nl", role = c("aut", "cre")), person("David", "Simcha", role = "ctb"))
Author: | Andreas Alfons [aut, cre], David Simcha [ctb]
Maintainer: | Andreas Alfons <alfons@ese.eur.nl>
Encoding: | UTF-8
RoxygenNote: | 6.1.1

Index of help topics:

    ccaGrid                 (Robust) CCA via alternating series of grid
                            searches
    ccaPP-package           (Robust) Canonical Correlation Analysis via
                            Projection Pursuit
    ccaProj                 (Robust) CCA via projections through the data
                            points
    corFunctions            Fast implementations of (robust) correlation
                            estimators
    diabetes                Diabetes data
    fastMAD                 Fast implementation of the median absolute
                            deviation
    fastMedian              Fast implementation of the median
    maxCorGrid              (Robust) maximum correlation via alternating
                            series of grid searches
    maxCorProj              (Robust) maximum correlation via projections
                            through the data points
    permTest                (Robust) permutation test for no association

### Author(s)

Andreas Alfons [aut, cre], David Simcha [ctb]

Maintainer: Andreas Alfons <alfons@ese.eur.nl>

### References

A. Alfons, C. Croux and P. Filzmoser (2016) Robust maximum association between data sets: The R Package ccaPP. Austrian Journal of Statistics, 45(1), 71–79.

A. Alfons, C. Croux and P. Filzmoser (2016) Robust maximum association estimators. Journal of the American Statistical Association. DOI 10.1080/01621459.2016.1148609. In press.

[Package ccaPP version 0.3.3 Index]