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spikeslab (version 1.1.6)

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

1,352

Version

1.1.6

License

GPL (>= 3)

Maintainer

Udaya Kogalur

Last Published

April 26th, 2022

Functions in spikeslab (1.1.6)

leukemia

Golub Leukemia Gene Expression Data
housingI

Boston Housing Interaction Data
spikeslab.news

Show the NEWS file
diabetesI

Diabetes Data with Interactions
cv.spikeslab

K-fold Cross-Validation for Spike and Slab Regression
predict.spikeslab

Spike and Slab Prediction
print.spikeslab

Print Summary Output of Analysis
ozoneI

Ozone Interaction Data
plot.spikeslab

Plots for Spike and Slab Analysis
sparsePC.spikeslab

Multiclass Prediction using Spike and Slab Regression
spikeslab

Spike and Slab Regression