[R-sig-ME] Mixed-models and condition number
Christina Bogner
christina.bogner at uni-bayreuth.de
Mon Feb 2 18:00:18 CET 2009
Dear list members,
I'm working with both nlme and lme4 packages trying to fit linear
mixed-models to soil chemical and physical data. I know that for linear
models one can calculate the condition number kappa of the model matrix
to know whether the problem is well- or ill-conditioned. Does it make
any sense to compute kappa on the design matrix of the fixed-effects in
nlme or lme4? For comparison I fitted a simple linear model to my data
and scaling some numerical predictors decreased kappa considerably. So I
wonder if scaling them in the mixed-model has any advantages?
Thanks a lot for your help.
Christina Bogner
--
=======================================================
Christina Bogner
D8
Ecological Modelling
Soil Physics Group
University of Bayreuth
Dr.-Hans-Frisch-Straße 1-3
D-95440 Bayreuth
Germany
Tel: ++49 (0)921 555655
Fax: ++49 (0)921 555799
Mail: christina.bogner at uni-bayreuth.de
Web: http://www.bitoek.uni-bayreuth.de/mod/
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