HDtweedie (version 1.2)

The Lasso for Tweedie's Compound Poisson Model Using an IRLS-BMD Algorithm

Description

The Tweedie lasso model implements an iteratively reweighed least square (IRLS) strategy that incorporates a blockwise majorization decent (BMD) method, for efficiently computing solution paths of the (grouped) lasso and the (grouped) elastic net methods.

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Install

install.packages('HDtweedie')

Monthly Downloads

342

Version

1.2

License

GPL-2

Maintainer

Last Published

May 10th, 2022

Functions in HDtweedie (1.2)