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2005 Dec 15
1
generalized linear mixed model by ML
...there is a way to fit a generalized linear mixed models (for repeated binomial data) via a direct Maximum Likelihood Approach. The "glmm" in the "repeated" package (Lindsey), the "glmmPQL" in the "MASS" package (Ripley) and "glmmGIBBS" (Myle and Calyton) are not using the full maximum likelihood as I understand. The "glmmML" of Brostrom uses the "full maximum likelihood" by approximating the integral via Gauss- Hermite quadrature. However, glmmML is only valid for the random intercept model and the binomial family must be rep...