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mixed effects logistic regression diagnostics

1 message · S Mazeri

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Dear R-sig-mixed-models mailing list members,

I have been using R package 'lme4' to fit a mixed effects logistic  
regression model and I found it very useful. I am the stage where I  
would like to run some diagnostics in order to check that my final  
model can stand. Would you be able to provide me with some advice on  
which diagnostics I need to run and which code I should use? I don't  
seem to understand how I could extract leverage, cook's distance,  
dfbeta etc from a mixed effects logistic regression model or be able  
to identify literature that explains this. Any help would be greatly  
appreciated.

Looking forward to hearing from you.

Sincerely,

Stella Mazeri