STATISTICAL INFERENCE IN QUANTILE REGRESSION FOR ZERO-INFLATED OUTCOMES

DOI10.5705/ss.202020.0368OpenAlexW3175389394MaRDI QIDQ5089452

Bin Cheng, Ying-Kuen Cheung, Wodan Ling, Joshua Willey, Ying Wei

Publication date: 19 July 2022

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.202020.0368

zbMATH Keywords

quantile regressionnonnormal asymptotic distributionconstrained post-estimation smoothingzero-inflated outcomes

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Zero-inflated Poisson regression mixture model
• COBS: qualitatively constrained smoothing via linear programming
• Quantile and Probability Curves Without Crossing
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Regression Quantiles
• An application of two-stage quantile regression to insurance ratemaking
• Quantile Regression With Measurement Error
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