THE WEIBULL GENERALIZED FLEXIBLE WEIBULL EXTENSION DISTRIBUTION
| Autor: | Beih S. El-Desouky, Shamsan AL-Garash, Abdelfattah Mustafa |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
0301 basic medicine
Weibull modulus Order statistic 03 medical and health sciences symbols.namesake 030104 developmental biology 0302 clinical medicine Distribution (mathematics) 030220 oncology & carcinogenesis Statistics symbols Statistics::Methodology Applied mathematics Fisher information Exponentiated Weibull distribution Weibull fading Mathematics Weibull distribution Quantile |
| Zdroj: | Journal of Data Science. 14:453-478 |
| ISSN: | 1683-8602 1680-743X |
| DOI: | 10.6339/jds.201607_14(3).0004 |
| Popis: | This paper introduces a new four parameters model called the Weibull Generalized Flexible Weibull extension (WGFWE) distribution which exhibits bathtub-shaped hazard rate. Some of it's statistical properties are obtained including ordinary and incomplete moments, quantile and generating functions, reliability and order statistics. The method of maximum likelihood is used for estimating the model parameters and the observed Fisher's information matrix is derived. We illustrate the usefulness of the proposed model by applications to real data. |
| Databáze: | OpenAIRE |
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