Robust inference for ordinal response models

DOI10.1214/17-EJS1314zbMath1390.62041OpenAlexW2761458806MaRDI QIDQ2408243

Domenico Piccolo, Maria Iannario, Anna Clara Monti, Elvezio Ronchetti

Publication date: 12 October 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1507255610

zbMATH Keywords

\(M\)-estimationrobust estimatorslink functionsrobust testsordinal response modelsrobust weights

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)

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Gini heterogeneity index for detecting uncertainty in ordinal data surveys ⋮ Robustness issues for \textsc{cub} models ⋮ Generalized residuals and outlier detection for ordinal data with challenging data structures ⋮ Sparser Ordinal Regression Models Based on Parametric and Additive Location‐Shift Approaches ⋮ Cumulative and CUB Models for Rating Data: A Comparative Analysis ⋮ An accelerated EM algorithm for mixture models with uncertainty for rating data ⋮ The class of \textsc{cub} models: statistical foundations, inferential issues and empirical evidence ⋮ Robust link functions

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