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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Bibliographic Details
Main Authors: Abderrahmane Belguerna, Hamza Daoudi, Khadidja Abdelhak, Boubaker Mechab, Zouaoui Chikr Elmezouar, Fatimah Alshahrani
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
local polynomial method
conditional hazard estimation
missing at random
single index model
mean squared error
Online Access:https://www.mdpi.com/2227-7390/12/3/495

Internet

https://www.mdpi.com/2227-7390/12/3/495

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