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.

Author
Maxime Turgeon [aut, cre], Aurelie Labbe [aut], Karim Oualkacha [aut]
Date of publication
2015-12-15 09:27:21
Maintainer
Maxime Turgeon <maxime.turgeon@mail.mcgill.ca>
License
GPL (>= 2)
Version
1.1.1
URLs

View on CRAN

Man pages

computePCEV
Principal Component of Explained Variance
estimatePcev
Estimation of PCEV
methylation
Methylation values around BLK gene
pcev
pcev: A package for computing principal components of...
PcevObj
Constructor functions for the different pcev objects
permutePval
Permutation p-value
roysPval
Roy's largest root exact test
wilksPval
Wilks' lambda exact test

Files in this package

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