New results and regression model for the exponentiated odd log-logistic Weibull family of distributions with applications

We obtain new mathematical properties of the exponentiated odd log-logistic family of distributions, and of its special case named the exponentiated odd log-logistic Weibull, and its log transformed. A new location and scale regression model is constructed, and some simulations are carried out to ve...

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Bibliographic Details
Main Authors Rodrigues, Gabriela M, Vila, Roberto, Ortega, Edwin M. M, Cordeiro, Gauss M, Serra, Victor
Format Journal Article
LanguageEnglish
Published 26.03.2022
Subjects
Statistics - Methodology
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Summary:We obtain new mathematical properties of the exponentiated odd log-logistic family of distributions, and of its special case named the exponentiated odd log-logistic Weibull, and its log transformed. A new location and scale regression model is constructed, and some simulations are carried out to verify the behavior of the maximum likelihood estimators, and of the modified deviance-based residuals. The methodology is applied to the Japanese-Brazilian emigration data.
DOI:10.48550/arxiv.2203.14189