Tuesday, January 23, 2007

F lmer

Hi Marie,
do you really need to use the quasibinomial distribution? Is there evidence of overdispersion in the maximal model you fit?

If not, then you can use the binomial distribution.
That allows you to use likelihood-ratio tests for the fixed and random effects.
using
anova(model,modelsimplified,test="Chisq")

If there is clear overdispersion, then I guess the best thing to do would be resampling according to the model, if that works for the quasibinomial "distribution". You need to use mcmcsamp() for that.
Otherwise, it will become hand-work to get some of those hotly debated F-ratios out....
Cheers, Tom

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