How to cite:
Bouanani, O.; Guendouzi, A.; Chemikh, S. Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data. Preprints2020, 2020100093. https://doi.org/10.20944/preprints202010.0093.v1
Bouanani, O.; Guendouzi, A.; Chemikh, S. Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data. Preprints 2020, 2020100093. https://doi.org/10.20944/preprints202010.0093.v1
Bouanani, O.; Guendouzi, A.; Chemikh, S. Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data. Preprints2020, 2020100093. https://doi.org/10.20944/preprints202010.0093.v1
APA Style
Bouanani, O., Guendouzi, A., & Chemikh, S. (2020). Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data. Preprints. https://doi.org/10.20944/preprints202010.0093.v1
Chicago/Turabian Style
Bouanani, O., Abdelhak Guendouzi and Souheyla Chemikh. 2020 "Limit Law of the Local Linear Estimate of the Conditional Hazard Function for Functional Data" Preprints. https://doi.org/10.20944/preprints202010.0093.v1
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
Subject
Computer Science and Mathematics, Algebra and Number Theory
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
