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| Package: mpath | |
| Title: Regularized Linear Models | |
| Version: 0.2-4 | |
| Date: 2016-08-30 | |
| Author: Zhu Wang, with contributions from Achim Zeileis, Simon Jackman, Brian Ripley, Trevor Hastie, Rob Tibshirani, Balasubramanian Narasimhan, Gil Chu and Patrick Breheny | |
| Maintainer: Zhu Wang <zwang@connecticutchildrens.org> | |
| 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. | |
| Imports: MASS,glmnet,pscl,numDeriv, foreach, doParallel | |
| Depends: methods | |
| Suggests: zic, R.rsp | |
| VignetteBuilder: R.rsp | |
| License: GPL-2 | |
| Packaged: 2016-08-30 12:38:02 UTC; zhu | |
| NeedsCompilation: yes | |
| Repository: CRAN | |
| Date/Publication: 2016-08-30 19:22:41 |