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