Preprint
Article
Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data
This version is not peer-reviewed.
Submitted:
02 October 2020
Posted:
06 October 2020
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Abstract
In this work, we treat a prediction problem via the conditional hazard function of a scalar response variable Y given a functional random variable X by using the local linear technique. The main purpose of this paper is to investigate the asymptotic normality of the nonparametric estimator of the conditional hazard function, under some general conditions. A simulation study, conducted to assess finite sample behavior, demonstrates the superiority of our method than the standard kernel method
Keywords:
Functional data
; Local linear estimation
; Asymptotic normality
; Conditional hazard function
Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.
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