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

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

From MaRDI portal
Publication:6195775

DOI10.1109/TIT.2022.3187063arXiv2102.03073OpenAlexW3127563130MaRDI QIDQ6195775

Author name not available (Why is that?)

Publication date: 14 March 2024

Published in: (Search for Journal in Brave)

Abstract: Robust estimators and Wald-type tests are developed for the multinomial logistic regression based on phi-divergence measures. The robustness of the proposed estimators and tests is proved through the study of their influence functions and it is also illustrated with two numerical examples and an extensive simulation study.


Full work available at URL: https://arxiv.org/abs/2102.03073



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