Patrick Giraudoux
2005-Nov-17 07:54 UTC
[R] generalised linear mixed effect model, glmmPQL
Dear listers, I am trying to get more familiar with concepts underlying generalised linear mixed models, mainly through Venables and Ripley (fourth edition) and the R-list archive. Of course, as a possibly tool-user biologist I am not that easy with every d??tails of the mathematical aspects of the optimisation methods described. I am trying to sort out which could be an acceptable strategy for model comparisons and selection. I have understood from the R-list archive that AIC and similar approaches are not valid for model comparisons with PQL. On the other hand, table 10.4 in Venables and Ripley compares the results of various fitting methods (thus the fitting methods), but my wonder is about comparing models (or parameter estimates) given a method. Can somebody put me on the track with some hints or basic references for "dummies" if any... Thanks in advance, Patrick