Reference category in multinomial logistic regression



Hello! My question concerns the effect of base category on the estimates of multinomial logistic regression. Does the choice of reference category influence the log likelihood and thus estimates of model fit and performance, such as pseudo-R2? Or is pseudo-R2 independent of the category chosen as a reference in multinomial logistic regression?