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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Hlavní autoři: Abderrahmane Belguerna, Hamza Daoudi, Khadidja Abdelhak, Boubaker Mechab, Zouaoui Chikr Elmezouar, Fatimah Alshahrani
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2024-02-01
Edice:Mathematics
Témata:
local polynomial method
conditional hazard estimation
missing at random
single index model
mean squared error
On-line přístup:https://www.mdpi.com/2227-7390/12/3/495

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

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