Robust estimation for partial linear single-index models

DOI10.1080/10485252.2022.2027411OpenAlexW4210659813MaRDI QIDQ5030946

Yang Zhao, San Ying Feng

Publication date: 18 February 2022

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

Full work available at URL: https://doi.org/10.1080/10485252.2022.2027411

zbMATH Keywords

MAVEasymptotic propertiesrobust estimationmodal regressionpartial linear single-index model

Mathematics Subject Classification ID

Nonparametric inference (62Gxx)

Cites Work

• A constructive approach to the estimation of dimension reduction directions
• A robust and efficient estimation method for single index models
• A robust and efficient estimation method for single-index varying-coefficient models
• Penalized least squares for single index models
• An adaptive estimation of MAVE
• A robust and efficient estimation and variable selection method for partially linear single-index models
• Model detection and estimation for single-index varying coefficient model
• Quantile regression and variable selection of partial linear single-index model
• Smoothed rank correlation of the linear transformation regression model
• Optimal smoothing in single-index models
• Functional single index models for longitudinal data
• Semi-parametric estimation of partially linear single-index models
• A New Regression Model: Modal Linear Regression
• Statistical estimation in partially linear single-index models with error-prone linear covariates
• Local modal regression
• Generalized Partially Linear Single-Index Models
• An Adaptive Estimation of Dimension Reduction Space
• Penalized minimum average variance estimation
• A partially linear single‐index transformation model and its nonparametric estimation
• Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression
• A Multiple-Index Model and Dimension Reduction