A Comprehensive Analysis of MSE in Estimating Conditional Hazard Functions: A Local Linear, Single Index Approach for MAR Scenarios

A Comprehensive Analysis of MSE in Estimating Conditional Hazard Functions: A Local Linear, Single Index Approach for MAR Scenarios

In unveiling the non-parametric estimation of the conditional hazard function through the local linear method, our study yields key insights into the method’s behavior. We present rigorous analyses demonstrating the mean square convergence of the estimator, subject to specific conditions, within the...

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Detalhes bibliográficos
Main Authors: Abderrahmane Belguerna, Hamza Daoudi, Khadidja Abdelhak, Boubaker Mechab, Zouaoui Chikr Elmezouar, Fatimah Alshahrani
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2024-02-01
Colecção:Mathematics
Assuntos:
local polynomial method
conditional hazard estimation
missing at random
single index model
mean squared error
Acesso em linha:https://www.mdpi.com/2227-7390/12/3/495

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