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Generalised Odd Frechet Family of Distributions: Properties and Applications

Author

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  • Marganpoor Shahdie

    (Golestan University, Gorgan, 49138-15739, Iran .)

  • Ranjbar Vahid

    (Golestan University, Gorgan, 49138-15739, Iran)

  • Alizadeh Morad

    (Persian Gulf University, Bushehr, 751691-3798, Iran .)

  • Abdollahnezhad Kamel

    (Golestan University, Gorgan, 49138-15739, Iran .)

Abstract

A new distribution called Generalized Odd Fréchet (GOF) distribution is presented and its properties explored. Some structural properties of the proposed distribution, including the shapes of the hazard rate function, moments, conditional moments, moment generating function, skewness, and kurtosis are presented. Mean deviations, Lorenz and Bonferroni curves, Rényi entropy, and the distribution of order statistics are given. The maximum likelihood estimation technique is used to estimate the model parameters, and finally applications of the model to a real data set are presented to illustrate the usefulness of the proposed distribution.

Suggested Citation

  • Marganpoor Shahdie & Ranjbar Vahid & Alizadeh Morad & Abdollahnezhad Kamel, 2020. "Generalised Odd Frechet Family of Distributions: Properties and Applications," Statistics in Transition New Series, Statistics Poland, vol. 21(3), pages 109-128, September.
  • Handle: RePEc:vrs:stintr:v:21:y:2020:i:3:p:109-128:n:1
    DOI: 10.21307/stattrans-2020-047
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    References listed on IDEAS

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    1. Zohdy M. Nofal & Ahmed Z. Afify & Haitham M. Yousof & Gauss M. Cordeiro, 2017. "The generalized transmuted-G family of distributions," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 46(8), pages 4119-4136, April.
    2. Gauss Cordeiro & Saralees Nadarajah & Edwin Ortega, 2012. "The Kumaraswamy Gumbel distribution," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(2), pages 139-168, June.
    3. Ayman Alzaatreh & Carl Lee & Felix Famoye, 2013. "A new method for generating families of continuous distributions," METRON, Springer;Sapienza Università di Roma, vol. 71(1), pages 63-79, June.
    4. M. H. Tahir & Gauss M. Cordeiro & Ayman Alzaatreh & M. Mansoor & M. Zubair, 2016. "The logistic-X family of distributions and its applications," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 45(24), pages 7326-7349, December.
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