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pcaPP  

Robust PCA by Projection Pursuit
View on CRAN: Click here


Download and install pcaPP package within the R console
Install from CRAN:
install.packages("pcaPP")

Install from Github:
library("remotes")
install_github("cran/pcaPP")

Install by package version:
library("remotes")
install_version("pcaPP", "2.0-5")



Attach the package and use:
library("pcaPP")
Maintained by
Valentin Todorov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-04-03
Latest Update: 2022-10-24
Description:
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) .
How to cite:
Valentin Todorov (2006). pcaPP: Robust PCA by Projection Pursuit. R package version 2.0-5, https://cran.r-project.org/web/packages/pcaPP. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2006-04-03 12:29), 1.1 (2006-10-04 10:06), 1.2 (2006-11-14 09:43), 1.3 (2006-11-23 11:57), 1.4 (2007-02-11 11:54), 1.5 (2007-04-23 19:40), 1.6 (2009-01-23 18:43), 1.7 (2009-07-18 16:28), 1.8-1 (2010-04-15 15:49), 1.8-2 (2010-07-24 22:41), 1.8-3 (2010-10-14 10:39), 1.8 (2010-03-09 12:37), 1.9-1 (2011-06-06 20:06), 1.9-2 (2011-06-15 20:04), 1.9-3 (2011-06-20 08:37), 1.9-41 (2011-07-29 07:23), 1.9-42 (2011-08-04 16:39), 1.9-43 (2011-09-01 08:26), 1.9-44 (2011-09-13 06:39), 1.9-45 (2011-12-27 11:06), 1.9-46 (2012-04-11 20:10), 1.9-47 (2012-05-14 08:56), 1.9-48 (2012-09-08 20:45), 1.9-49 (2013-03-22 21:49), 1.9-50 (2014-09-19 12:50), 1.9-60 (2014-12-26 12:26), 1.9-61 (2016-10-11 01:45), 1.9-70 (2017-06-25 14:45), 1.9-72.1 (2018-01-04 22:47), 1.9-72 (2017-06-27 23:53), 1.9-73 (2018-01-14 19:27), 1.9-74 (2021-04-23 06:40), 2.0-1 (2022-04-26 13:40), 2.0-2 (2022-07-09 01:10), 2.0-3 (2022-10-24 09:02), 2.0-4-1 (2024-08-09 11:49), 2.0-4 (2023-12-07 22:40)
Other packages that cited pcaPP R package
View pcaPP citation profile
Other R packages that pcaPP depends, imports, suggests or enhances
Complete documentation for pcaPP
Functions, R codes and Examples using the pcaPP R package
Some associated functions: PCAgrid . PCAproj . PCdiagplot . Qn . ScaleAdv . cor.fk . covPC . covPCA . data.Zou . l1median . l1median_NLM . objplot . opt.TPO . plot.opt.TPO . plotcov . 
Some associated R codes: PCAgrid.R . PCAproj.R . PCdiagplot.R . ScaleAdv.R . cor.fk.R . covPC.R . data.Zou.R . l1median.R . opt.TPO.R . pcaPP-internal.R . plot.opt.TPO.R . plotcov.R . qn.R . sPCAgridj.R . sPCAgrid_R.R . vignette.matlab.R .  Full pcaPP package functions and examples
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