Frequentist and Bayesian approach for the generalized logistic lifetime model with applications to air-conditioning system failure times under joint progressive censoring data

Frequentist and Bayesian approach for the generalized logistic lifetime model with applications to air-conditioning system failure times under joint progressive censoring data

Based on joint progressive Type-II censored data, we examined the statistical inference of the generalized logistic distribution with different shape and scale parameters in this research. Wherever possible, we explored maximum likelihood estimators for unknown parameters within the scope of the joi...

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Bibliographic Details
Main Authors: Mustafa M. Hasaballah, Oluwafemi Samson Balogun, M. E. Bakr
Format: Article
Language:English
Published: AIMS Press 2024-10-01
Series:AIMS Mathematics
Subjects:
generalized logistic distribution
maximum likelihood estimation
loss function
bayesian estimation
markov chain monte carlo
joint progressive censoring scheme
Online Access:https://www.aimspress.com/article/doi/10.3934/math.20241422?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.20241422?viewType=HTML

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