PCovR: Principal Covariates Regression

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Analyzing regression data with many and/or highly collinear predictor variables, by simultaneously reducing the predictor variables to a limited number of components and regressing the criterion variables on these components. Several rotation options are provided in this package, as well as model selection options.

Author
Marlies Vervloet [aut, cre], Henk Kiers [aut], Eva Ceulemans [ctb]
Date of publication
2015-05-05 16:14:39
Maintainer
Marlies Vervloet <marlies.vervloet@ppw.kuleuven.be>
License
GPL (>= 2)
Version
2.6

View on CRAN

Man pages

alexithymia
Effect of alexithymia on depression and self-esteem
ErrorRatio
Error variance ratio
pcovr
Full Principal covariates regression analysis of a specific...
pcovr_est
Estimation of Principal Covariates Regression parameters,...
PCovR-package
Principal Covariates Regression
promin
Promin rotation
psychiatrists
Effect of psychiatric symptoms on toxicomania, schizophrenia,...
SortLoadings
Sorting a component loading matrix
tarrotob
Oblique target rotation
wvarim
Weighted varimax

Files in this package

PCovR
PCovR/inst
PCovR/inst/CITATION
PCovR/NAMESPACE
PCovR/data
PCovR/data/psychiatrists.rda
PCovR/data/alexithymia.rda
PCovR/R
PCovR/R/plot.pcovr.R
PCovR/R/SortLoadings.R
PCovR/R/ErrorRatio.R
PCovR/R/pcovr_est.R
PCovR/R/pcovr.R
PCovR/R/print.pcovr.R
PCovR/R/summary.pcovr.R
PCovR/R/promin.R
PCovR/R/tarrotob.R
PCovR/R/pcovr.default.R
PCovR/R/wvarim.R
PCovR/MD5
PCovR/DESCRIPTION
PCovR/man
PCovR/man/promin.Rd
PCovR/man/ErrorRatio.Rd
PCovR/man/SortLoadings.Rd
PCovR/man/wvarim.Rd
PCovR/man/pcovr_est.Rd
PCovR/man/pcovr.Rd
PCovR/man/alexithymia.Rd
PCovR/man/psychiatrists.Rd
PCovR/man/tarrotob.Rd
PCovR/man/PCovR-package.Rd