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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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Version

Install

install.packages('spikeslab')

Monthly Downloads

1,035

Version

1.0.3

License

GPL (>= 2)

Maintainer

Udaya B Kogalur

Last Published

May 6th, 2010

Functions in spikeslab (1.0.3)

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