spikeslab: Prediction and variable selection using spike and slab regression
Version 1.1.5

Spike and slab for prediction and variable selection in linear regression models. Uses a generalized elastic net for variable selection.

Browse man pages Browse package API and functions Browse package files

AuthorHemant Ishwaran <hemant.ishwaran@gmail.com>
Date of publication2013-04-18 21:24:43
MaintainerUdaya B. Kogalur <ubk@kogalur.com>
LicenseGPL (>= 3)
Version1.1.5
URL http://web.ccs.miami.edu/~hishwaran http://www.kogalur.com
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spikeslab")

Man pages

cv.spikeslab: K-fold Cross-Validation for Spike and Slab Regression
diabetesI: Diabetes Data with Interactions
housingI: Boston Housing Interaction Data
leukemia: Golub Leukemia Gene Expression Data
ozoneI: Ozone Interaction Data
plot.spikeslab: Plots for Spike and Slab Analysis
predict.spikeslab: Spike and Slab Prediction
print.spikeslab: Print Summary Output of Analysis
sparsePC.spikeslab: Multiclass Prediction using Spike and Slab Regression
spikeslab: Spike and Slab Regression
spikeslab.news: Show the NEWS file

Functions

Cor Source code
MSE Source code
Ridge Source code
SD Source code
X.b.mult Source code
XX.multiply Source code
beta.fold Source code
cv.spikeslab Man page Source code
diabetesI Man page
error.bars Source code
gnet.get Source code
housingI Man page
leukemia Man page
mean.center Source code
onAttach Source code
ozoneI Man page
plot.spikeslab Man page Source code
predict.spikeslab Man page Source code
print.spikeslab Man page Source code
resample Source code
sd.center Source code
sparsePC Man page Source code
sparsePC.spikeslab Man page Source code
spikeslab Man page Source code
spikeslab.GibbsCore Source code
spikeslab.news Man page Source code
svdwrapper Source code
varianceSample Source code

Files

MD5
src
src/bayesian.c
man
man/spikeslab.news.Rd
man/spikeslab.Rd
man/sparsePC.spikeslab.Rd
man/print.spikeslab.Rd
man/predict.spikeslab.Rd
man/plot.spikeslab.Rd
man/ozoneI.Rd
man/leukemia.Rd
man/housingI.Rd
man/diabetesI.Rd
man/cv.spikeslab.Rd
inst
inst/NEWS
inst/CITATION
data
data/ozoneI.rda
data/leukemia.rda
data/housingI.rda
data/diabetesI.rda
data/datalist
R
R/zzz.R
R/spikeslab.utilities.R
R/spikeslab.news.R
R/spikeslab.R
R/spikeslab.GibbsCore.R
R/sparsePC.spikeslab.R
R/print.spikeslab.R
R/predict.spikeslab.R
R/plot.spikeslab.R
R/cv.spikeslab.R
NAMESPACE
DESCRIPTION
spikeslab documentation built on May 20, 2017, 4:21 a.m.