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stat.ME2021★ 1 cited
Improving the Hosmer-Lemeshow Goodness-of-Fit Test in Large Models with Replicated Trials
Nikola Surjanovic, Thomas M. Loughin
The Hosmer-Lemeshow (HL) test is a commonly used global goodness-of-fit (GOF) test that assesses the quality of the overall fit of a logistic regression model. In this paper, we gi…
stat.ME2020
A Generalized Hosmer-Lemeshow Goodness-of-Fit Test for a Family of Generalized Linear Models
Nikola Surjanovic, Richard Lockhart, Thomas M. Loughin
Generalized linear models (GLMs) are used within a vast number of application domains. However, formal goodness of fit (GOF) tests for the overall fit of the modelso-called "glo…