[R-sig-ME] Model selection, LRT test
r.turner at auckland.ac.nz
Fri Jun 17 23:13:45 CEST 2011
On 18/06/11 03:12, Arnaud Mosnier wrote:
> Dear list,
> If I do not make a mistake, use of Likelihood ratio test is precluded
> when two models have the same number of degree of freedom.
> Is there a way to test which one is the best when both are close in
> AIC value (difference< 5) or do I have to conclude that they are
> "equivalent" ?
In my understanding the LRT makes sense *only* if the two models
are *nested*; one (the ``null'' or ``restricted'' model is a sub-model
of the ``full'' or ``alternative'' model. Whence there *has* to be a
difference in the number of parameters.
I do not know if it is possible to do formal inference as to whether
one model ``improves'' over the other in settings in which the
models are not nested.
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