Hongwei Dong
2019-Feb-10 17:31 UTC
[R] evaluate model performance when using 'withReplicates' in 'survey' package
Dear all, I am using the 'withReplicates' function in the 'survey' package to estimate a zero-inflated Poisson model. The 'withReplicates' function gives me the coefficients, but no model performance indicators (e.g. log likelihood, pseudo R-squared, etc). Is there a way that I can evaluate the goodness-of-fit of a model when using 'withReplicates'? My code looks like this: zip_model<-withReplicates(design=mydesign, scale.weights=TRUE, quote( coef(zeroinfl(Y ~ X1 + X2 + X3 | X1 + X2, weights=.weights)) )) zip_model I am aware that the 'fit.svyglm' function in the 'poliscidata' package can calculate R-squared for models that are estimated via 'svyglm'. Unfortunately, the 'svyglm' function estimates regular Poisson models only and cannot handle zero-inflated Poisson models. Any advice is appreciated. Best Gary [[alternative HTML version deleted]]