[R] need help with smooth.spline
Roger Koenker
roger at ysidro.econ.uiuc.edu
Fri Mar 5 01:10:26 CET 2004
If one repeats the experiments in Craven and Wahba, the paper that
"invented" GCV you find, or at least I found, when I tried to do this
some years ago, that GCV fails in about 10%
of cases rather catastrophically, and this is a fairly innocuous
setting. So one way to interpret Brian's comment would be that maybe
it is GCV that is failing, and another choice of lambda might do better.
Obviously, Brian can interpret for himself. I would only add that in cases
where you really want something with sharp breaks in derivatives then
then the usual L_2 roughness penalties are not very appropriate however
you choose to do the smoothing.
url: www.econ.uiuc.edu/~roger/my.html Roger Koenker
email rkoenker at uiuc.edu Department of Economics
vox: 217-333-4558 University of Illinois
fax: 217-244-6678 Champaign, IL 61820
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