Bandwidth Selection Problem for Nonparametric Regression Model with Right-Censored Data

In this paper, the proposed estimator for the unknown nonparametric regression function is a Nadarya-Watson (Nadarya, 1964; Watson, 1964) type kernel estimator. In this estimation procedure, the censored observations are replaced by synthetic data points based on Kaplan-Meier estimator. As known per...

Full description

Bibliographic Details
Main Authors: Dursun AYDIN, Ersin YILMAZ
Format: Article
Language:English
Published: Romanian National Institute of Statistics 2017-06-01
Series:Revista Română de Statistică
Subjects:
Online Access:http://www.revistadestatistica.ro/wp-content/uploads/2017/06/RRS-2_2017_A5.pdf