Pakistan Journal of Statistics and Operation Research, pages 1015-1035
A New Extreme Value Model with Different Copula, Statistical Properties and Applications
Elgohari H., Yousof H.M.
Publication type: Journal Article
Publication date: 2021-12-02
scimago Q2
SJR: 0.473
CiteScore: 3.3
Impact factor: 1.1
ISSN: 18162711, 22205810
Statistics and Probability
Statistics, Probability and Uncertainty
Modeling and Simulation
Management Science and Operations Research
Abstract
In this article, we defined and studied a new distribution for modeling extreme value. Some of its mathematical properties are derived and analyzed. Simple types copula is employed for proposing many bivariate and multivariate type extensions. Method of the maximum likelihood estimation is employed to estimate the model parameters. Graphically, we perform the simulation experiments to assess of the finite sample behavior of the maximum likelihood estimations. Three applications are presented for measuring the flexibility of the new model is illustrated using three real data applications.
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