mpath: Regularized Linear Models
Version 0.2-4

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.

Package details

AuthorZhu Wang, with contributions from Achim Zeileis, Simon Jackman, Brian Ripley, Trevor Hastie, Rob Tibshirani, Balasubramanian Narasimhan, Gil Chu and Patrick Breheny
Date of publication2016-08-30 19:22:41
MaintainerZhu Wang <zwang@connecticutchildrens.org>
LicenseGPL-2
Version0.2-4
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mpath")

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mpath documentation built on May 29, 2017, 10:53 a.m.