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2008 Dec 01
1
Comparing output from linear regression to output from quasipoisson to determine the model that fits best.
...n(link = "identity")) the other a quasipoisson(link = "log"). I have log likelihoods from each model. Is there any way I can determine which model is a better fit to the data? anova() does not appear to work as the models have the same residual degrees of freedom: fit1<-glm(PHYSFUNC~HIV,data=KA) summary(fit1) fitQP<-glm(PHYSFUNC~HIV,data=KA,family=quasipoisson) summary(fitQP) anova(fit1,fitOP) Program OUTPUT: > fit1<-glm(PHYSFUNC~HIV,data=KA) > summary(fit1) Call: glm(formula = PHYSFUNC ~ HIV, data = KA) Deviance Residuals: Min 1Q Median 3Q...