[R] nested ANOVA using lme
David Semmens
d.semmens at pgrad.unimelb.edu.au
Wed Aug 9 11:03:49 CEST 2006
I have an ANOVA model with 2 factors "Environment" and "Site",
"Diameter" is the response variable. Site should be nested within
Environment. Site is also a random factor while Environment is fixed. I
can do this analysis using the "aov" function by using these commands:
>model<-aov(Diam~Env+Error(Env%in%Site),data=environ)
>summary(model)
>summary(aov(Diam~Env/Site,data=environ))
But the model is unbalanced and I want to calculate estimates of the
variance components. In this case the REML approach should give more
reliable estimates than the method I have used. But I am unable to work
out how to specify a nested factor using the "lme" function. I have
tried:
>firstgo<-lme(Diam~Env+Env:Site,data=environ)
>secondgo<-lme(Diam~Env+Env%in%Site,data=environ)
>thirdgo<-lme(Diam~Env+Env/Site,data=environ)
But I keep getting this error:
Error in getGroups.data.frame(dataMix, groups) :
Invalid formula for groups
If anyone could help me with code for specifying a random nested factor
using lme that would be great.
Thanks,
David Semmens.
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