Score estimation of monotone partially linear index model

DOI10.1080/10485252.2020.1834105zbMath1469.62242OpenAlexW3095384395MaRDI QIDQ4988813

Mengshan Xu, Taisuke Otsu

Publication date: 19 May 2021

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

Full work available at URL: http://eprints.lse.ac.uk/106698/1/Score.pdf

zbMATH Keywords

bootstrapisotonic regressionpartially linear single index model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Nonparametric statistical resampling methods (62G09)

Uses Software

• curstatCI

Cites Work

• The nonparametric bootstrap for the current status model
• On partial linear additive isotonic regression
• Estimation for a partial-linear single-index model
• Semiparametric additive isotonic regression
• A note on estimating a partly linear model under monotonicity constraints
• Weak convergence and empirical processes. With applications to statistics
• Least squares estimation in the monotone single index model
• Current status linear regression
• Semi-parametric estimation of partially linear single-index models
• Nonparametric Estimation under Shape Constraints
• Generalized Partially Linear Single-Index Models
• Penalized Spline Estimation for Partially Linear Single-Index Models
• Asymptotic Statistics
• On extended partially linear single-index models
• Doubly Robust and Efficient Estimators for Heteroscedastic Partially Linear Single-Index Models Allowing high Dimensional Covariates
• Score estimation in the monotone single‐index model

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