[R] te( ) interactions and AIC model selection with GAM
Will Shadish
wshadish at ucmerced.edu
Thu Aug 2 18:54:17 CEST 2012
Simon, could you clarify this paragraph. We are submitting to a
psychology journal and I am certain they will be asking us about why it
is still ok to use AIC for non-nested models. Thanks. Will Shadish
On 8/2/2012 9:49 AM, Simon Wood wrote:
> For AIC model comparison, the usual advice applies that although the
> comparisons are a bit more reliable for nested models (since then some
> of the AIC approximations errors are the same in both cases, and
> cancel in the comparison), it is still ok to use AIC for non-nested
> models (i.e. it is *not* like most hypothesis testing where everything
> falls apart if you don't have nesting).
>
> best,
> Simon
>
--
William R. Shadish
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Chair, Psychological Sciences
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