[R] mgcv: lowest estimated degrees of freedom
Julian Burgos
jmburgos at u.washington.edu
Thu Jun 21 20:51:33 CEST 2007
Dear list,
I do apologize if these are basic questions. I am fitting some GAM
models using the mgcv package and following the model selection criteria
proposed by Wood and Augustin (2002, Ecol. Model. 157, p. 157-177). One
criterion to decide if a term should be dropped from a model is if the
estimated degrees of freedom (EDF) for the term are close to their lower
limit.
What would be the minimum number of EDF's for
a) Univariate thin plate regression splines(TPRS) with shrinkage, i.e.
s(...,bs="ts")
b) Bivariate tensor products of TPRS with shrinkage?
Thanks for any help,
Julian Burgos
--
Julian M. Burgos
Fisheries Acoustics Research Lab
School of Aquatic and Fishery Science
University of Washington
1122 NE Boat Street
Seattle, WA 98105
Phone: 206-221-6864
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