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

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 c...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Regent Retrospect Musekwa, Lesego Gabaitiri, Boikanyo Makubate
Формат: Өгүүллэг
Хэл сонгох:English
Хэвлэсэн: Elsevier 2024-07-01
Цуврал:Heliyon
Нөхцлүүд:
Онлайн хандалт:http://www.sciencedirect.com/science/article/pii/S2405844024102010
Тодорхойлолт
Тойм: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-Olkin-Weibull 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.
ISSN:2405-8440