Partialing out the effect of a covariable in a Poisson GLMM
<v_coudrain at ...> writes:
Dear all, I recenly asked a question about the use of an offset in a Poisson GLMM and it came out that an ofset would be reasonable if the estimate of the covariable to be put as an offset is about 1. However if this estimate is not close to one, does anybody know about a partial linear regression equivalent for a Poisson GLMM? Or what are your method to control for the effect of a covariable in a Poisson GLMM?
Don't know exactly what you want to do, but presumably fitting a "null model" with the covariate and then building more complex models on top of this -- adding the other covariates -- and doing sequential testing (anova(full_model,model_with_only_first_covariate)). The linear models idea of partialing out one variable and running a model on the residuals doesn't work as well, unfortunately. Ben Bolker