mlogitgof swMATH ID: 43078 Software Authors: Fagerland, M. W.; Hosmer, D. W. Description: A generalized Hosmer–Lemeshow goodness-of-fit test for multinomial logistic regression models. Testing goodness of fit is an important step in evaluating a statistical model. For binary logistic regression models, the Hosmer–Lemeshow goodness-of-fit test is often used. For multinomial logistic regression models, however, few tests are available. We present the mlogitgof command, which implements a goodness-of-fit test for multinomial logistic regression models. This test can also be used for binary logistic regression models, where it gives results identical to the Hosmer–Lemeshow test. Homepage: https://journals.sagepub.com/doi/pdf/10.1177/1536867X1201200307 Dependencies: Stata Related Software: Stata; svylogitgof; stats; Mlogit; MASS (R); nnet; brant; ordinal; ResourceSelection; AICcmodavg; goftest; R; generalhoslem; VGAM; serp; performance; CRAN; pkgdown; gofcat; adjcatlogit Cited in: 2 Documents Cited by 3 Authors 1 Fagerland, Morten W. 1 Hosmer, David W. jun. 1 Pho, Kim-Hung Cited in 2 Serials 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation Cited in 1 Field 2 Statistics (62-XX) Citations by Year