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mpath (version 0.1-20)

Regularized Linear Models

Description

Algorithms for fitting model-based penalized coefficient paths. Currently the models include penalized Poisson, negative binomial, zero-inflated Poisson and zero-inflated negative binomial regression models. The penalties include least absolute shrinkage and selection operator (LASSO), smoothly clipped absolute deviation (SCAD) and minimax concave penalty (MCP), and each possibly combining with L_2 penalty.

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Install

install.packages('mpath')

Monthly Downloads

873

Version

0.1-20

License

GPL-2

Maintainer

Last Published

November 22nd, 2015

Functions in mpath (0.1-20)