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msgps (version 1.3.1)

Degrees of Freedom of Elastic Net, Adaptive Lasso and Generalized Elastic Net

Description

Computes the degrees of freedom of the lasso, elastic net, generalized elastic net and adaptive lasso based on the generalized path seeking algorithm. The optimal model can be selected by model selection criteria including Mallows' Cp, bias-corrected AIC (AICc), generalized cross validation (GCV) and BIC.

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Version

Install

install.packages('msgps')

Monthly Downloads

293

Version

1.3.1

License

GPL (>= 2)

Maintainer

Kei Hirose

Last Published

January 27th, 2019

Functions in msgps (1.3.1)

plot.msgps

plot the solution path from a "msgps" object.
msgps

msgps (Model Selection Criteria via Generalized Path Seeking)
predict.msgps

make predictions from a "msgps" object.
summary.msgps

A summary of "msgps" object..