The Topp-Leone Generalized Inverted Exponential Distribution with Real Data Applications

Autor:	Zakeia A. Al-Saiary, Rana A. Bakoban
Jazyk:	angličtina
Rok vydání:	2020
Předmět:	Topp-Leone distribution generalized inverted exponential Rényi entropy maximum likelihood estimator fisher information matrix Monte Carlo simulation Science Astrophysics QB460-466 Physics QC1-999
Zdroj:	Entropy, Vol 22, Iss 10, p 1144 (2020)
Druh dokumentu:	article
ISSN:	22101144 1099-4300
DOI:	10.3390/e22101144
Popis:	In this article, a new three parameters lifetime model called the Topp-Leone Generalized Inverted Exponential (TLGIE) Distribution is introduced. Various properties of the model are derived, including moments, quantile function, survival function, hazard rate function, mean deviation and mode. The method of maximum likelihood is used to estimate the unknown parameters. The properties of the maximum likelihood estimators using Fisher information matrix are studied. Three real data sets are applied for illustrative purpose of this study.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/884e40d143f946c2a45aa315b8821caf Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF Plný text ve formátu HTML
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