[R] Fitting a mixed negative binomial model
Ben Bolker
bolker at zoo.ufl.edu
Tue Apr 12 21:40:51 CEST 2005
This is a little bit tricky (nonlinear, mixed, count data ...) Off the
top of my head, without even looking at the documentation, I think your
best bet for this problem would be to use the weights statement to allow
the variance to be proportional to the mean (and add a normal error term
for individuals) -- this would be close to equivalent to the log-Poisson
model used by Elston et al. (Parasitology 2001, 122, 563-569, "Analysis of
aggregation, a worked example: numbers of ticks on red grouse chicks"),
and might do what you want.
--
620B Bartram Hall bolker at zoo.ufl.edu
Zoology Department, University of Florida http://www.zoo.ufl.edu/bolker
Box 118525 (ph) 352-392-5697
Gainesville, FL 32611-8525 (fax) 352-392-3704
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