Semiparametric Estimation of Probabilistic Index Models: Efficiency and Bias

DOI10.5705/SS.202021.0070OpenAlexW3199607663MaRDI QIDQ6064409

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Publication date: 9 November 2023

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

Full work available at URL: https://doi.org/10.5705/ss.202021.0070

zbMATH Keywords

influence functionsemiparametric estimationcross correlationsecond-order biasU-process

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Rank regression
• Adaptive estimation of regression models via moment restrictions
• Small sample inference for probabilistic index models
• Asymptotic efficiency in estimation with conditional moment restrictions
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• Semiparametric efficiency bounds
• Using R for Data Management, Statistical Analysis, and Graphics
• Analysis of transformation models with censored data
• A Regression Framework for Rank Tests Based on the Probabilistic Index Model
• Probabilistic Index Models
• On Causal Inferences for Personalized Medicine: How Hidden Causal Assumptions Led to Erroneous Causal Claims About the D-Value
• A class of proportional win‐fractions regression models for composite outcomes

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