Mc-Donald modified Burr-III distribution: properties and applications

Autor:	Samia Mukhtar, Azeem Ali, Al Mutairi Alya
Jazyk:	angličtina
Rok vydání:	2019
Předmět:	mc-donald modified burr-iii burr-iii distribution parameters deviation real life data sets renyi’s entropy beta entropies Science (General) Q1-390
Zdroj:	Journal of Taibah University for Science, Vol 13, Iss 1, Pp 184-192 (2019)
Druh dokumentu:	article
ISSN:	1658-3655 16583655
DOI:	10.1080/16583655.2018.1553501
Popis:	We propose herein a six-parameter McDonald modified Burr-III distribution. This distribution contains several special cases, including the modified Burr-III, Burr-III, Beta Burr-III, and Kum Burr-III distributions. Accordingly, we obtained its hazard function, survival function, moments, Renyi’s entropy, β-entropy, and mean deviation. We also used the method of maximum likelihood to estimate the parameters of our proposed distribution. Simulation studies were also performed for different values of sample sizes. The proposed model is applied on real-life datasets and shows that our proposed distribution yields better fits than other existing models.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/32eddf1e9d154e0eac7ffff2db9599e2 Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF Plný text ve formátu HTML
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