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spikeslab (version 1.1.0)
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
1,344
Version
1.1.0
License
GPL (>= 2)
Maintainer
Udaya B Kogalur
Last Published
June 15th, 2010
Functions in spikeslab (1.1.0)
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housingI
Boston Housing Interaction Data
cv.spikeslab
K-fold Cross-Validation for Spike and Slab Regression
diabetesI
Diabetes Data with Interactions
leukemia
Golub Leukemia Gene Expression Data
ozoneI
Ozone Interaction Data
predict.spikeslab
Spike and Slab Prediction
sparsePC.spikeslab
Multiclass Prediction using Spike and Slab Regression
spikeslab.news
Show the NEWS file
spikeslab
Spike and Slab Regression
print.spikeslab
Print Summary Output of Analysis