[R] generalized linear mixed models with a beta distribution
Craig A Faulhaber
caf at gis.usu.edu
Wed Mar 12 19:41:22 CET 2008
Greetings,
I am interested in using a generalized linear mixed model with data that
best fits a beta distribution (i.e., the data is bounded between 0 and 1
but is not binomial). I noticed that the beta distribution is not
listed as an option in the "family objects" for glmmPQL or lmer. I
found a thread on this listserve from 2006 ("[R] lmer and a response
that is a proportion") that indicated that there was no package
available for mixed effects models with a beta distribution at that
time. This thread also indicated that package betareg did not allow
inclusion of random effects.
Does anyone know of a package or code for a generalized linear mixed
model that allows a beta distribution? Transforming my data might allow
me to use another family, but I would rather not transform the data if
possible. Thanks for your help!
Sincerely,
Craig Faulhaber
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