TY - JOUR
T1 - Application of the Marshall-Olkin-Weibull logarithmic distribution to complete and censored data
AU - Retrospect Musekwa, Regent
AU - Gabaitiri, Lesego
AU - Makubate, Boikanyo
N1 - Publisher Copyright:
© 2024 The Author(s)
PY - 2024/7/30
Y1 - 2024/7/30
N2 - 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.
AB - 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.
KW - Censored data
KW - Logarithmic distribution
KW - Marshall-Olkin-G distribution
KW - Power series distribution
KW - Weibull distribution
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U2 - 10.1016/j.heliyon.2024.e34170
DO - 10.1016/j.heliyon.2024.e34170
M3 - Article
AN - SCOPUS:85198041942
SN - 2405-8440
VL - 10
JO - Heliyon
JF - Heliyon
IS - 14
M1 - e34170
ER -