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A Flexible Bounded Distribution: Information Measures and Lifetime Data Analysis.

Authors :
Ur Rehman, Zahid
Tao, Chunhai
Bakouch, Hassan S.
Hussain, Tassaddaq
Shan, Qingsong
Source :
Bulletin of the Malaysian Mathematical Sciences Society; May2023, Vol. 46 Issue 3, p1-39, 39p
Publication Year :
2023

Abstract

This article introduces the Fréchet log-logistic distribution (FLD) model, which offers a notable, bounded, and flexible distribution for modeling increasing and bathtub shapes failure rate phenomena. Compared to well-known distributions like Weibull and Fréchet distributions, the proposed FLD model provides a more adaptable solution to lifetime data modeling. Various mathematical and statistical characteristics of the model, including the hazard function, percentile function, moment generating function, entropy, and characterization, are considered. Real-life data applications of the FLD model are also explored using four data sets, and the results show that the proposed model is a viable alternative to existing lifetime probability models. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01266705
Volume :
46
Issue :
3
Database :
Complementary Index
Journal :
Bulletin of the Malaysian Mathematical Sciences Society
Publication Type :
Academic Journal
Accession number :
163474440
Full Text :
https://doi.org/10.1007/s40840-023-01507-0