Aurelie bocher
2007-Mar-22 09:09 UTC
[R] accounting for overdispersion in poisson distribution with lmer procedure
Hello, I am analysing counts data with a mixed model using lmer procedure. I therefore use the quasipoisson distribution but I'm not sure if this is sufficient to account for overdispersion. Actually the results are not very different to what I get when specifying a poisson distribution although my data are clearly overdispersed. this my model:>model <- lmer(NB ~ T + volume + (G|col) , data=immuno15, >family=quasipoisson)where - NB is bacterial count in haemolymph of ants 10h after bacteria injection(measure of immunocompetence) - T is the treatment applied to ants - volume is the volume of haemolymph sample from ants - col is the colony of origin of ants, which is a random factor I know it's possible to get a estimator of overdispersion with:>sum.model <- summary(model) >sum.model at sigmabut I don't know how to interpret this scale parameter. Does anyone could help me? thanks a lot, Aurelie Bocher _________________________________________________________________ mobile comme sur PC ! http://mobile.live.fr/messenger/bouygues/