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2010 Sep 30
1
AIC for tweedie glm
...data are not counts. Many of my values are between 0 and 1, so if I rounded to the nearest integer, I'd lose a lot of the variation. Here's my code: out<-tweedie.profile(PUPAE_PER_SUB~1,p.vec=seq(1.1,1.9,length=9),method="interpolation",do.ci=TRUE,do.smooth=TRUE,do.plot=TRUE) tweedie1<-glm(GSA_TOTAL_DF_PERSUB~GROUP_SIZE+PERIOD+SITE+PERIOD*GROUP_SIZE,family=tweedie(var.power=out$p.max,link.power=0)) This worked fine, and gave results I expected, but I don't know what the best method is to evaluate the fit of the model. I am used to using AIC to compare models. A site sear...