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Dr. Mohammed Gouda Khalil Hindawy :: Publications:

Title:
A Generalization of Burr Type XII Distribution with Properties, Copula and Modeling Symmetric and Skewed Real Data Sets
Authors: Not Available
Year: 2024
Keywords: Burr XII Distribution; Symmetric Density; Copula; Kaplan-Meier; Maximum Likelihood; Simulation; Modeling; Unimodal.
Journal: Pakistan Journal of Statistics and Operation Research (PJSOR)
Volume: 19
Issue: 1
Pages: 77-101
Publisher: Not Available
Local/International: International
Paper Link: Not Available
Full paper Mohammed Gouda Khalil Hindawy_paper 5.pdf
Supplementary materials Not Available
Abstract:

The Burr Type XII distribution is commonly used in reliability analysis, survival analysis, and actuarial science to model the time-to-failure of a system or component. It is also used in finance to model the distribution of portfolio returns and in hydrology to model the frequency of extreme events. In this work, a new generalization of Burr type XII model is introduced and studied. The genesis of the new model is based on the family of Cordeiro et al. (2016). The new model generalizes at least eight important sub-models. The new density can be unimodal, symmetric and left skewed. Some useful properties related to the new model are derived. The Clayton Copula-based construction is used to generate many bivariate and multivariate type distributions. Graphically, we performed simulation experiments to assess of the finite sample behavior of the estimations.

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