rbvs: Ranking-Based Variable Selection
Version 1.0.2

Implements the Ranking-Based Variable Selection algorithm for variable selection in high-dimensional data.

Browse man pages Browse package API and functions Browse package files

AuthorRafal Baranowski, Patrick Breheny, Isaac Turner
Date of publication2015-12-11 19:53:09
MaintainerRafal Baranowski <r.baranowski@lse.ac.uk>
LicenseGPL (>= 2)
Version1.0.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rbvs")

Man pages

distance.cor: Measure an impact of the covariates on the response using the...
factor.model.design: Generate factor model design matrix.
lasso.coef: Measure an impact of the covariates on the response using...
mcplus.coef: Measure an impact of the covariates on the response using...
pearson.cor: Measure an impact of the covariates on the response using...
rankings: Evaluate rankings
rbvs: Ranking-Based Variable Selection
rbvs-package: Ranking-Based Variable Selection
s.est.quotient: Estimate the size of the top-ranked set
standardise: Standardise data
subsample: Generates subsamples.
top.ranked.sets: Find k-top-ranked sets

Functions

distance.cor Man page Source code
factor.model.design Man page Source code
lasso.coef Man page Source code
mcplus.coef Man page Source code
pearson.cor Man page Source code
rankings Man page Source code
rbvs Man page Source code
rbvs-package Man page
rbvs.default Man page Source code
s.est.quotient Man page Source code
standardise Man page Source code
subsample Man page Source code
top.ranked.sets Man page Source code

Files

src
src/pearson_cor.h
src/Makevars
src/lasso_coef.c
src/penalised_common.h
src/rankings.c
src/rbvs.c
src/utility_functions.h
src/lasso_coef.h
src/dist_cor.c
src/rbvs.h
src/rankings.h
src/dist_cor.h
src/mcplus_coef.h
src/pearson_cor.c
src/factor.model.c
src/sort_r.h
src/utility_functions.c
src/penalised_common.c
src/mcplus_coef.c
NAMESPACE
R
R/rbvs.R
R/misc.R
R/measures.R
README.md
MD5
DESCRIPTION
man
man/rankings.Rd
man/lasso.coef.Rd
man/distance.cor.Rd
man/top.ranked.sets.Rd
man/subsample.Rd
man/mcplus.coef.Rd
man/standardise.Rd
man/pearson.cor.Rd
man/factor.model.design.Rd
man/rbvs.Rd
man/rbvs-package.Rd
man/s.est.quotient.Rd
rbvs documentation built on May 19, 2017, 8:06 p.m.