convergence error code in mixed effects models
Dear All, I want to analyse treatment effects with time series data: I measured e.g. leaf number (five replicate plants) in relation to two soil pH - after 2,4,6,8 weeks. I used mixed effects models, but some analyses didn?t work. It seems for me as if this is a randomly occurring problem since sometimes the same model works sometimes not. An example:
names(test)
[1] "rep" "treat" "leaf" "week"
library (lattice) library (nlme) test<-groupedData(leaf~week|rep,outer=~treat,test) model<-lme(leaf~treat,random=~leaf|rep)
Error in lme.formula(leaf~ treat, random = ~week|rep)
:
nlminb problem, convergence error code = 1;
message = iteration limit reached without convergence
(9)
Has anybody an idea to solve this problem?
Thanks
Ilona
Ilona Leyer
Conservation Biology
University of Marburg
Germany
e-mail: ileyer at yahoo.de