Robust polytomous logistic regression
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DOI: 10.1016/j.csda.2022.107564
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- E. Lesaffre & A. Albert, 1989. "Multiple‐Group Logistic Regression Diagnostics," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 38(3), pages 425-440, November.
- Hung Hung & Zhi†Yu Jou & Su†Yun Huang, 2018. "Robust mislabel logistic regression without modeling mislabel probabilities," Biometrics, The International Biometric Society, vol. 74(1), pages 145-154, March.
- Walter R. Mebane & Jasjeet S. Sekhon, 2004. "Robust Estimation and Outlier Detection for Overdispersed Multinomial Models of Count Data," American Journal of Political Science, John Wiley & Sons, vol. 48(2), pages 392-411, April.
- Roy E. Welsch, 1980. "Regression Sensitivity Analysis and Bounded-Influence Estimation," NBER Chapters, in: Evaluation of Econometric Models, pages 153-167, National Bureau of Economic Research, Inc.
- Cantoni, Eva & Ronchetti, Elvezio, 2006. "A robust approach for skewed and heavy-tailed outcomes in the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 25(2), pages 198-213, March.
- Cantoni E. & Ronchetti E., 2001. "Robust Inference for Generalized Linear Models," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1022-1030, September.
- Elena Castilla & Abhik Ghosh & Nirian Martin & Leandro Pardo, 2018. "New robust statistical procedures for the polytomous logistic regression models," Biometrics, The International Biometric Society, vol. 74(4), pages 1282-1291, December.
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Keywords
General linear models; M-estimators; Misclassification; Outliers; Polytomous regression; Robustness;All these keywords.
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