Smoothing Spline Estimation for Partially Linear Single-index Models

DOI10.1080/03610918.2010.526735zbMath1205.62045OpenAlexW2017397984MaRDI QIDQ3072424

Shengtong Han, Heung Wong, Ri-quan Zhang, Bartholomew Leung

Publication date: 3 February 2011

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2010.526735

zbMATH Keywords

smoothing splinepartially linear single-index modelsaverage derivative estimate

Mathematics Subject Classification ID

Related Items (2)

Empirical likelihood in single-index quantile regression with high dimensional and missing observations ⋮ A Comparative Study of Semiparametric Estimation in Partially Linear Single-index Models

Cites Work

• Unnamed Item
• How sensitive are average derivatives?
• Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
• Direct estimation of the index coefficient in a single-index model
• Optimal smoothing in single-index models
• Semi-parametric estimation of partially linear single-index models
• Exploring Regression Structure Using Nonparametric Functional Estimation
• Investigating Smooth Multiple Regression by the Method of Average Derivatives
• Consistent Estimation of Scaled Coefficients
• Sliced Inverse Regression for Dimension Reduction
• Generalized Partially Linear Single-Index Models
• Penalized Spline Estimation for Partially Linear Single-Index Models
• Semiparametric Estimation of Index Coefficients

This page was built for publication: Smoothing Spline Estimation for Partially Linear Single-index Models