ccaPP: (Robust) Canonical Correlation Analysis via Projection Pursuit

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

Author
Andreas Alfons [aut, cre], David Simcha [ctb]
Date of publication
2016-03-07 22:51:48
Maintainer
Andreas Alfons <alfons@ese.eur.nl>
License
GPL (>= 2)
Version
0.3.2

View on CRAN

Man pages

ccaGrid
(Robust) CCA via alternating series of grid searches
ccaPP-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("ccaPP")}
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...
maxCorProj
(Robust) maximum correlation via projections through the data...
permTest
(Robust) permutation test for no association

Files in this package

ccaPP
ccaPP/inst
ccaPP/inst/CITATION
ccaPP/inst/doc
ccaPP/inst/doc/ccaPP-intro.pdf
ccaPP/inst/doc/ccaPP-intro.Rnw
ccaPP/inst/doc/ccaPP-intro.R
ccaPP/src
ccaPP/src/Makevars
ccaPP/src/cor.h
ccaPP/src/cor.cpp
ccaPP/src/cca.cpp
ccaPP/src/utils.h
ccaPP/src/utils.cpp
ccaPP/src/fastCorKendall.h
ccaPP/src/Makevars.win
ccaPP/src/fastCorKendall.cpp
ccaPP/src/cca.h
ccaPP/NAMESPACE
ccaPP/NEWS
ccaPP/data
ccaPP/data/diabetes.RData
ccaPP/R
ccaPP/R/fastMAD.R
ccaPP/R/utils.R
ccaPP/R/cor.R
ccaPP/R/fastMedian.R
ccaPP/R/maxCor.R
ccaPP/R/permTest.R
ccaPP/R/cca.R
ccaPP/R/print.R
ccaPP/vignettes
ccaPP/vignettes/maxCor.bib
ccaPP/vignettes/ccaPP-intro.Rnw
ccaPP/MD5
ccaPP/build
ccaPP/build/vignette.rds
ccaPP/build/partial.rdb
ccaPP/DESCRIPTION
ccaPP/man
ccaPP/man/ccaPP-package.Rd
ccaPP/man/maxCorProj.Rd
ccaPP/man/ccaGrid.Rd
ccaPP/man/permTest.Rd
ccaPP/man/fastMAD.Rd
ccaPP/man/fastMedian.Rd
ccaPP/man/maxCorGrid.Rd
ccaPP/man/ccaProj.Rd
ccaPP/man/corFunctions.Rd
ccaPP/man/diabetes.Rd