On Wed, 28 Apr 2010, Brad Fulton wrote:

Does anyone know how to calculated a BIC score (or an equivalent model
fitness score) when using svyglm for logistic regressions?


No.  That is, the model is not fitted by maximum likelihood, so BIC doesn't 
approximate posterior probabilities.

Now, the deviance returned by svyglm() is scaled to the sample size, so if the 
survey design isn't informative it should be more or less in the same ballpark 
as a deviance from an independent sample, and the usual BIC calculation might 
give somewhat helpful results.

   -thomas

Thomas Lumley                   Assoc. Professor, Biostatistics
tlum...@u.washington.edu        University of Washington, Seattle

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