SIMEX estimation in parametric modal regression with measurement error

DOI10.1016/J.CSDA.2020.107158OpenAlexW3118189890MaRDI QIDQ830489

Ping Yu, Wei-xing Song, Yu Jing Zhang, Jian-Hong Shi

Publication date: 7 May 2021

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1909.12331

zbMATH Keywords

robustnessmeasurement errorparametric modal regressionsimulation and extrapolation

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Modal linear regression models with additive distortion measurement errors

Cites Work

• Nonparametric modal regression in the presence of measurement error
• Regression towards the mode
• Mode regression
• Maximum likelihood estimation of isotonic modal regression
• Quadratic mode regression
• SIMEX estimation for single-index model with covariate measurement error
• Estimation of the mode
• A New Regression Model: Modal Linear Regression
• Non linear parametric mode regression
• Asymptotics for the SIMEX Estimator in Nonlinear Measurement Error Models
• Simulation-Extrapolation: The Measurement Error Jackknife
• Simulation-Extrapolation Estimation in Parametric Measurement Error Models
• Corrected Score Estimation via Complex Variable Simulation Extrapolation
• Linear mode regression with covariate measurement error
• Measurement Error in Nonlinear Models
• On Estimation of a Probability Density Function and Mode

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