search for: nonconcave

Displaying 2 results from an estimated 2 matches for "nonconcave".

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2012 Nov 26
0
ncvreg question
To whom It May Concern, I am working on a dimensional reduction problem using Smoothly Clipped Asolute Deviation (SCAD) Penalty according to "Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties, J.Fan and R. Li, JASA, Dec 2001". I found an R package named *"ncvreg*" which is capable to perform this variable selection procedure. I noctice, in function*ncvreg(x, y), * an intercept is automatically added to the model fitting step....
2005 Mar 03
1
total variation penalty
Hi, I was recently plowing through the docs of the quantreg package by Roger Koenker and came across the total variation penalty approach to 1-dimensional spline fitting. I googled around a bit and have found some papers originated in the image processing community, but (apart from Roger's papers) no paper that would discuss its statistical aspects. I have a couple of questions in this