Application of the Marshall-Olkin-Weibull logarithmic distribution to complete and censored data

被引:2
|
作者
Musekwa, Regent Retrospect [1 ]
Gabaitiri, Lesego [1 ]
Makubate, Boikanyo [1 ]
机构
[1] Botswana Int Univ Sci & Technol, Dept Math & Stat Sci, Palapye, Botswana
关键词
Marshall-Olkin-G distribution; Power series distribution; Weibull distribution; Logarithmic distribution; Censored data; PARAMETER;
D O I
10.1016/j.heliyon.2024.e34170
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In contemporary statistical research, there has been a notable surge of interest surrounding a suggested extension of the Marshall-Olkin-G distributions. The present extension exhibits a higher degree of flexibility in comparison to its parent distributions. In a similar manner, we present in this context an expansion of the Marshall-Olkin-G distributions proposed by statistical scholars. This study utilizes a specific variant of the extension known as the Marshall-OlkinWeibull Logarithmic model, which is applied to both complete and censored data sets. It is evident that the aforementioned model has strong competitiveness in accurately characterizing both complete and censored observations in lifetime reliability issues, when compared to other comparative models discussed in this research work.
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页数:14
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