[R] An AIC model selection question
Christoph Scherber
Christoph.Scherber at agr.uni-goettingen.de
Thu Oct 2 09:35:45 CEST 2008
Dear R users,
Assume I have three models with the following AIC values:
model AIC df
model1 -10 2
model2 -12 5
model3 -11 2
Obviously, model2 would be preferred, but it "wastes" 5 df compared to the other models.
Would it be allowed to select model3 instead, simply because it uses up less df and the delta-AIC
between model2 and model3 is just 1?
Many thanks for any suggestions/comments!
Best wishes
Christoph
--
Dr. rer.nat. Christoph Scherber
University of Goettingen
DNPW, Agroecology
Waldweg 26
D-37073 Goettingen
Germany
phone +49 (0)551 39 8807
fax +49 (0)551 39 8806
Homepage http://www.gwdg.de/~cscherb1
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