In this talk I discuss Pearson's X2 as a measure of goodness of fit for quantal response models, including binary outcome models (logit, probit, gompit), multinomial logistic regression (mlogit) and conditional logistic regression (clogit). Large sample results for X2 have been derived by a.o. McCullagh and Windmeijer. A Stata implementation of the test will be illustrated.
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