A New Robust Approach for Multinomial Logistic Regression With Complex Design Model

Elena, CastillaPedro J., Chocano2023-12-212023-12-212022-06-29A new robust approach for multinomial logistic regression with complex design model. IEEE Trans. Inf. Theory, 68(11), 7379-7395 , 2022Print ISSN: 0018-9448, Electronic ISSN: 1557-9654https://hdl.handle.net/10115/27627Robust estimators and Wald-type tests are developed for the multinomial logistic regression based on ϕ -divergence measures. We compute the influence function of the proposed estimators and tests and discuss some consequences. Their robustness is illustrated by an extensive simulation study and two real examples.engMatemáticasA New Robust Approach for Multinomial Logistic Regression With Complex Design Modelinfo:eu-repo/semantics/article10.1109/TIT.2022.3187063info:eu-repo/semantics/embargoedAccess