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.

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

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

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

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