Two-stage local rank estimation for generalised partially linear varying-coefficient models

DOI10.1080/10485252.2022.2070163OpenAlexW4229003012MaRDI QIDQ5051323

Tao Huang, Jin-hong You, Neng-Hui Zhu

Publication date: 23 November 2022

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

Full work available at URL: https://doi.org/10.1080/10485252.2022.2070163

zbMATH Keywords

rank regressionlocal linear smoothingtwo-stage estimationB-spline approximationgeneralised partially linear varying-coefficient models

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Cites Work

• Profile forward regression screening for ultra-high dimensional semiparametric varying coefficient partially linear models
• Estimation and variable selection for generalized additive partial linear models
• Statistical methods with varying coefficient models
• Efficient and fast spline-backfitted kernel smoothing of additive models
• Profile likelihood inferences on semiparametric varying-coefficient partially linear models
• Composite quantile regression and the oracle model selection theory
• Two-stage local M-estimation of additive models
• Quantile regression in partially linear varying coefficient models
• Statistical estimation in varying coefficient models
• Robust spline-based variable selection in varying coefficient model
• Profile inference on partially linear varying-coefficient errors-in-variables models under restricted condition
• New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
• Two-stage efficient estimation of longitudinal nonparametric additive models
• Estimation of a semiparametric varying-coefficient partially linear errors-in-variables model
• ORACLE-EFFICIENT NONPARAMETRIC ESTIMATION OF AN ADDITIVE MODEL WITH AN UNKNOWN LINK FUNCTION
• Local Rank Inference for Varying Coefficient Models
• Variable selection and estimation in high-dimensional varying-coefficient models
• Weighted Wilcoxon‐Type Smoothly Clipped Absolute Deviation Method
• Smoothing Spline Estimation for Varying Coefficient Models With Repeatedly Measured Dependent Variables
• Asymptotic Confidence Regions for Kernel Smoothing of a Varying-Coefficient Model with Longitudinal Data
• Varying-coefficient models and basis function approximations for the analysis of repeated measurements
• Semiparametric Estimation of Index Coefficients
• Nonparametric Estimation of an Additive Quantile Regression Model
• A practical guide to splines.
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