pcev: Principal Component of Explained Variance

Principal component of explained variance (PCEV) is a statistical tool for the analysis of a multivariate response vector. It is a dimension-reduction technique, similar to Principal component analysis (PCA), which seeks the maximize the proportion of variance (in the response vector) being explained by a set of covariates.

Install the latest version of this package by entering the following in R:
install.packages("pcev")
AuthorMaxime Turgeon [aut, cre], Aurelie Labbe [aut], Karim Oualkacha [aut]
Date of publication2016-12-05 18:28:47
MaintainerMaxime Turgeon <maxime.turgeon@mail.mcgill.ca>
LicenseGPL (>= 2)
Version1.1.1
http://github.com/GreenwoodLab/pcev

View on CRAN

Functions

computePCEV Man page
estimatePcev Man page
estimatePcev.default Man page
estimatePcev.PcevBlock Man page
estimatePcev.PcevClassical Man page
index Man page
methylation Man page
pcev Man page
PcevBlock Man page
PcevClassical Man page
PcevObj Man page
pcev-package Man page
permutePval Man page
permutePval.default Man page
permutePval.PcevBlock Man page
permutePval.PcevClassical Man page
pheno Man page
position Man page
roysPval Man page
roysPval.default Man page
roysPval.PcevBlock Man page
roysPval.PcevClassical Man page
wilksPval Man page
wilksPval.default Man page
wilksPval.PcevBlock Man page
wilksPval.PcevClassical Man page

Files

inst
inst/doc
inst/doc/pcev.R
inst/doc/pcev.pdf
inst/doc/pcev.Rnw
NAMESPACE
NEWS.md
data
data/position.rda
data/methylation.rda
data/index.rda
data/pheno.rda
R
R/pcev.R R/methods.R R/estimatePcev.R R/functions.R
vignettes
vignettes/pcev.Rnw
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/estimatePcev.Rd man/computePCEV.Rd man/pcev.Rd man/PcevObj.Rd man/permutePval.Rd man/methylation.Rd man/wilksPval.Rd man/roysPval.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.