Robust PCA by Projection Pursuit

Provides functions for robust PCA by projection pursuit. The methods are described in Croux et al. (2006) , Croux et al. (2013) , Todorov and Filzmoser (2013) .


pcaPP: Robust PCA by Projection Pursuit

CRANversion R-CMD-check downloads downloads license

Installation

The pcaPP package is on CRAN (The Comprehensive R Archive Network) and the latest release can be easily installed using the command

install.packages("pcaPP")

Building from source

To install the latest stable development version from GitHub, you can pull this repository and install it using

## install.packages("remotes")
remotes::install_github("valentint/pcaPP")

Of course, if you have already installed remotes, you can skip the first line (I have commented it out).

Community guidelines

Report issues and request features

If you experience any bugs or issues or if you have any suggestions for additional features, please submit an issue via the Issues tab of this repository. Please have a look at existing issues first to see if your problem or feature request has already been discussed.

Contribute to the package

If you want to contribute to the package, you can fork this repository and create a pull request after implementing the desired functionality.

Ask for help

If you need help using the package, or if you are interested in collaborations related to this project, please get in touch with the package maintainer.

Reference manual

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install.packages("pcaPP")

2.0-7 by Valentin Todorov, 16 days ago


https://github.com/valentint/pcaPP


Report a bug at https://github.com/valentint/pcaPP/issues


Browse source code at https://github.com/cran/pcaPP


Authors: Peter Filzmoser [aut] , Heinrich Fritz [aut] , Klaudius Kalcher [aut] , Valentin Todorov [cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports mvtnorm, methods

Suggests robustbase


Imported by ConfidenceEllipse, GEInter, MAINT.Data, chemometrics, copula, crmReg, didec, ftsa, latentcor, mixedCCA, nvmix, oddnet, oddstream, rmgarch, robflreg, rospca, rpls, rrcov, rrcovHD, scStability, specmine, stray.

Depended on by DetMCD, ccaPP, gfboost, rainbow, sscor.

Suggested by ChemoSpec, DRquality, Hmisc, ProjectionBasedClustering, cord, dimRed, fractaldim, robustX, zenplots.


See at CRAN