spikeslab: Prediction and variable selection using spike and slab regression

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

Author
Hemant Ishwaran <hemant.ishwaran@gmail.com>
Date of publication
2013-04-18 21:24:43
Maintainer
Udaya B. Kogalur <ubk@kogalur.com>
License
GPL (>= 3)
Version
1.1.5
URLs

View on CRAN

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

Files in this package

spikeslab
spikeslab/MD5
spikeslab/src
spikeslab/src/bayesian.c
spikeslab/man
spikeslab/man/spikeslab.news.Rd
spikeslab/man/spikeslab.Rd
spikeslab/man/sparsePC.spikeslab.Rd
spikeslab/man/print.spikeslab.Rd
spikeslab/man/predict.spikeslab.Rd
spikeslab/man/plot.spikeslab.Rd
spikeslab/man/ozoneI.Rd
spikeslab/man/leukemia.Rd
spikeslab/man/housingI.Rd
spikeslab/man/diabetesI.Rd
spikeslab/man/cv.spikeslab.Rd
spikeslab/inst
spikeslab/inst/NEWS
spikeslab/inst/CITATION
spikeslab/data
spikeslab/data/ozoneI.rda
spikeslab/data/leukemia.rda
spikeslab/data/housingI.rda
spikeslab/data/diabetesI.rda
spikeslab/data/datalist
spikeslab/R
spikeslab/R/zzz.R
spikeslab/R/spikeslab.utilities.R
spikeslab/R/spikeslab.news.R
spikeslab/R/spikeslab.R
spikeslab/R/spikeslab.GibbsCore.R
spikeslab/R/sparsePC.spikeslab.R
spikeslab/R/print.spikeslab.R
spikeslab/R/predict.spikeslab.R
spikeslab/R/plot.spikeslab.R
spikeslab/R/cv.spikeslab.R
spikeslab/NAMESPACE
spikeslab/DESCRIPTION