Package: mpath
Title: Regularized Linear Models
Version: 0.4-2.20
Date: 2021-11-07
Author: Zhu Wang, with contributions from Achim Zeileis, Simon Jackman, Brian Ripley, and Patrick Breheny
Maintainer: Zhu Wang <wangz1@uthscsa.edu>
Description: Algorithms compute concave convex (CC) estimators including robust (penalized) generalized linear models and robust support vector machines via the COCO - composite optimization by conjugation operator. The package also contains penalized Poisson, negative binomial, zero-inflated Poisson, zero-inflated negative binomial regression models and robust models with non-convex loss functions. Wang et al. (2014) <doi:10.1002/sim.6314>,
      Wang et al. (2015) <doi:10.1002/bimj.201400143>,
      Wang et al. (2016) <doi:10.1177/0962280214530608>,
      Wang (2021) <doi:10.1007/s11749-021-00770-2>,
      Wang (2020) <arXiv:2010.02848>.
Depends: R (>= 3.5.0), methods, glmnet, pamr
Imports: MASS, pscl, numDeriv, foreach, doParallel, bst, WeightSVM
Suggests: zic, R.rsp, knitr, rmarkdown, gdata, e1071, SparseM, slam
VignetteBuilder: R.rsp, knitr
License: GPL-2
URL: https://github.com/zhuwang46/mpath
BugReports: https://github.com/zhuwang46/mpath
Packaged: 2021-12-03 21:41:21 UTC; zhu
NeedsCompilation: yes
RoxygenNote: 7.1.1
Repository: CRAN
Date/Publication: 2021-12-03 22:20:08 UTC