Provides functions for robust PCA by projection pursuit. The methods are described in Croux et al. (2006) <doi:10.2139/ssrn.968376>, Croux et al. (2013) <doi:10.1080/00401706.2012.727746>, Todorov and Filzmoser (2013) <doi:10.1007/978-3-642-33042-1_31>.
| Version: | 2.0-5 |
| Depends: | R (≥ 3.6.2) |
| Imports: | mvtnorm, methods |
| Suggests: | robustbase |
| Published: | 2024-08-19 |
| DOI: | 10.32614/CRAN.package.pcaPP |
| Author: | Peter Filzmoser [aut], Heinrich Fritz [aut], Klaudius Kalcher [aut], Valentin Todorov [cre] |
| Maintainer: | Valentin Todorov <valentin.todorov at chello.at> |
| BugReports: | https://github.com/valentint/pcaPP/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/valentint/pcaPP |
| NeedsCompilation: | yes |
| Materials: | README,ChangeLog |
| In views: | ChemPhys,Psychometrics,Robust |
| CRAN checks: | pcaPP results |
| Reference manual: | pcaPP.html ,pcaPP.pdf |
| Vignettes: | Compiling pcaPP for Matlab (source) |
| Package source: | pcaPP_2.0-5.tar.gz |
| Windows binaries: | r-devel:pcaPP_2.0-5.zip, r-release:pcaPP_2.0-5.zip, r-oldrel:pcaPP_2.0-5.zip |
| macOS binaries: | r-release (arm64):pcaPP_2.0-5.tgz, r-oldrel (arm64):pcaPP_2.0-5.tgz, r-release (x86_64):pcaPP_2.0-5.tgz, r-oldrel (x86_64):pcaPP_2.0-5.tgz |
| Old sources: | pcaPP archive |
| Reverse depends: | ccaPP,DetMCD,diffee,gfboost,jeek,rainbow,simule,sscor |
| Reverse imports: | AlpsNMR,chemometrics,ConfidenceEllipse,copula,crmReg,ftsa,GEInter,latentcor,MAINT.Data,mixedCCA,nvmix,oddnet,oddstream,rmgarch,robflreg,rospca,rpls,rrcov,rrcovHD,scStability,stray |
| Reverse suggests: | ChemoSpec,cord,dimRed,DRquality,fractaldim,Hmisc,ProjectionBasedClustering,robustX,zenplots |
Please use the canonical formhttps://CRAN.R-project.org/package=pcaPPto link to this page.