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: brant; CRAN; pkgdown; stats; Mlogit; MASS (R); nnet; ordinal; VGAM; serp; generalhoslem; performance; ResourceSelection; AICcmodavg; goftest; R; gofcat; aplore3; adjcatlogit; Stata
Cited in: 1 Document

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