Robustness issues for \textsc{cub} models

DOI10.1007/S11749-016-0493-3zbMath1422.62117OpenAlexW2410899932MaRDI QIDQ2397990

Anna Clara Monti, Domenico Piccolo, Maria Iannario

Publication date: 14 August 2017

Published in: Test (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11749-016-0493-3

zbMATH Keywords

robustnessinfluence functionbreakdown pointdiagnostic plotsordinal datacub modelsshifted binomial

Mathematics Subject Classification ID

Robustness and adaptive procedures (parametric inference) (62F35) Combinatorial probability (60C05)

Related Items (4)

Likelihood-based tests for a class of misspecified finite mixture models for ordinal categorical data ⋮ Generalized residuals and outlier detection for ordinal data with challenging data structures ⋮ The class of \textsc{cub} models: statistical foundations, inferential issues and empirical evidence ⋮ Robust link functions

Uses Software

• R
• robustbase
• CUB

Cites Work

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• Modelling shelter choices in a class of mixture models for ordinal responses
• Robust estimation for ordinal regression
• On the identifiability of a mixture model for ordinal data
• A mixture model for preferences data analysis
• Limit behavior of the empirical influence function of the median
• Robust fitting of the binomial model.
• Robust inference for ordinal response models
• A theorem on CUB models for rank data
• The Influence Curve and Its Role in Robust Estimation
• Robust Estimation for Grouped Data
• Robust Statistics
• Robust Statistics

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