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Deviance to compare models
Posted: Mon Feb 13, 2012 12:41 am
by upalijay
How can I compare two imputed models as imputed model does not give "Deviance"?
Thanks
Upali
Re: Deviance to compare models
Posted: Mon Feb 13, 2012 4:57 pm
by Harvey Goldstein
Realcom itself does not compute a 'fit' statistic such as DIC. If you are using realcom to do multiple imputation via max likelihood fits then you could consider using the average AIC or BIC fit statistics based on the usual deviance - but check the literature since these will not have the standard properties.
Re: Deviance to compare models
Posted: Tue Feb 14, 2012 12:05 am
by upalijay
Thanks for your response. I will try your suggestion.
Upali