DESCRIPTION

Package: penalized
Version: 0.9-42
Date: 2012-11-06
Title: L1 (lasso and fused lasso) and L2 (ridge) penalized estimation
        in GLMs and in the Cox model
Author: Jelle Goeman <j.j.goeman@lumc.nl>, Rosa Meijer, Nimisha
        Chaturvedi
Maintainer: Jelle Goeman <j.j.goeman@lumc.nl>
Depends: R (>= 2.10.0), methods, survival
Imports: survival
Suggests: globaltest
Description: A package for fitting possibly high dimensional penalized
        regression models. The penalty structure can be any combination
        of an L1 penalty (lasso and fused lasso), an L2 penalty (ridge)
        and a positivity constraint on the regression coefficients. The
        supported regression models are linear, logistic and poisson
        regression and the Cox Proportional Hazards model.
        Cross-validation routines allow optimization of the tuning
        parameters.
License: GPL (>= 2)
Collate: onattach.R penfit.R breslow.R penalized.R core.R checkinput.R
        cvl.R contrasts.R Brent.R plotpath.R cox.R logit.R linear.R
        poisson.R
LazyLoad: yes
URL: http://www.msbi.nl/goeman
Repository: CRAN
Date/Publication: 2012-11-06 11:48:41
Packaged: 2012-11-06 11:19:05 UTC; jjgoeman