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spikeslab (version 1.0.3)
Prediction and variable selection using spike and slab regression
Description
Spike and slab for prediction and variable selection in linear regression models. Uses a generalized elastic net for variable selection.
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Install
install.packages('spikeslab')
Monthly Downloads
1,063
Version
1.0.3
License
GPL (>= 2)
Homepage
http://www.bio.ri.ccf.org/Resume/Pages/Ishwaran/ishwaran.html
Maintainer
Udaya B Kogalur
Last Published
May 6th, 2010
Functions in spikeslab (1.0.3)
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housingI
Boston Housing Interaction Data
ozoneI
Ozone Interaction Data
predict.spikeslab
Spike and Slab Prediction
spikeslab
Spike and Slab Regression
leukemia
Golub Leukemia Gene Expression Data
print.spikeslab
Print Summary Output of Analysis
spikeslab.news
Show the NEWS file
cv.spikeslab
K-fold Cross-Validation for Spike and Slab Regression
sparsePC.spikeslab
Multiclass Prediction using Spike and Slab Regression
diabetesI
Diabetes Data with Interactions