Re: [R] Regularized Regressions

2013-04-17 Thread Christos Giannoulis
Hi Levi, Thank you very much for your reply and concern. There was a package till 2011...or even 2012...entitled "Generalized Path Seeking" Regression in "R" which was using a combination of all of these methods...as a way to regularize regression. However, I presently can't find it. Thus, I was

Re: [R] Regularized Regressions

2013-04-17 Thread Levi Waldron
Perhaps I am wrong, but I think there are only a few packages supporting Elastic Net, and none of them also perform Best Subsets. On Wed, Apr 17, 2013 at 8:46 AM, Christos Giannoulis wrote: > Merhaba, Hello to you too Mehmet (Yasu ki sena) > > Thank you for your email and especially for sharing

Re: [R] Regularized Regressions

2013-04-17 Thread Christos Giannoulis
Merhaba, Hello to you too Mehmet (Yasu ki sena) Thank you for your email and especially for sharing this package. I appreciate it. However, my feeling is that this package does not have the third component of Best Subsets (pls correct me if I am wrong). It uses only a combination of Ridge and Las

[R] Regularized Regressions

2013-04-17 Thread Christos Giannoulis
Hi all, I would greatly appreciate if someone was so kind and share with us a package or method that uses a regularized regression approach that balances a regression model performance and model complexity. That said I would be most grateful is there is an R-package that combines Ridge (sum of sq