Adaptive semiparametric estimation for single index models with jumps-Reference-Cited by-同舟云学术

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Adaptive semiparametric estimation for single index models with jumps

Published:2020-11 Issue: Volume:151 Page:107013
ISSN:0167-9473
Container-title:Computational Statistics & Data Analysis
language:en
Short-container-title:Computational Statistics & Data Analysis

Author:

Han Zhong-Cheng,Lin Jin-Guan,Zhao Yan-Yong

Funder

National Science Foundation of China

Natural Science Foundation of Jiangsu Province of China

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference27 articles.

1. Slicing regression: A link-free regression method;Duan;Ann. Stat.,1991

2. Projection pursuit regression;Friedman;J. Am. Stat. Assoc.,1981

3. Jump-preserving regression and smoothing using local linear fitting: A compromise;Gijbels;Ann. Inst. Stat. Math.,2007

4. A robust and efficient estimation method for nonparametric models with jump points;Han;Commun. Stat. -Simul. Comput.,2017

5. Optimal smoothing in single-index models;Hardle;Ann. Stat.,1993

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1. The strong consistency and asymptotic normality of the kernel estimator type in functional single index model in presence of censored data;AIMS Mathematics;2024

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