[R] predict function problem for glmmPQL

Kingsford Jones kingsfordjones at gmail.com
Fri Jan 23 07:33:50 CET 2009


On Thu, Jan 22, 2009 at 10:48 PM, Chun Zhang <usamelie at yahoo.com> wrote:
> Hi all,
> I am using cross-validation to validate a generalized linear mixed effects model fitted using glmmPQL. i found that the predict function has a problem and i wonder if anyone has encountered the same problem?
>
> glmm1 = glmmPQL(y~aX+b,random=~1|sample,data=traindata)
> predict(glmm1,newdata=testdata,level=1,type="response")
>
> gives me all "NA"s. it works for level=0 (the fixed effects), but not for level=1. When i use newdata=traindata, predict function works perfectly.
>
> i wonder if this is a problem with predict function or it's some bug in my code?


...perhaps the levels of 'sample' differ between 'traindata' and 'testdata'?


hth,
Kingsford Jones

>
> Thanks much for your help!
>
> Chun
>
> Chun Zhang
> Statistician at Roche
>
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