Conditionally Specified Bivariate Kummer-Gamma Distribution

Author:

Nagar Daya K.1,Zarrazola Edwin1ORCID,Roldán-Correa Alejandro1ORCID

Affiliation:

1. Instituto De Matemáticas, Universidad De Antioquia, Calle 67, No. 53–108, Medellín, Colombia

Abstract

The Kummer-gamma distribution is an extension of gamma distribution and for certain values of parameters slides to a bimodal distribution. In this article, we introduce a bivariate distribution with Kummer-gamma conditionals and call it the conditionally specified bivariate Kummer-gamma distribution/bivariate Kummer-gamma conditionals distribution. Various representations are derived for its product moments, marginal densities, marginal moments, conditional densities, and conditional moments. We also discuss several important properties including, entropies, distributions of sum, and quotient. Most of these representations involve special functions such as the Gauss and the confluent hypergeometric functions. The bivariate Kummer-gamma conditionals distribution studied in this article may serve as an alternative to many existing bivariate models with support on (0, ∞) × (0, ∞).

Publisher

World Scientific and Engineering Academy and Society (WSEAS)

Subject

General Mathematics

Reference43 articles.

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2. N. Balakrishnan and Chin-Diew Lai, Continuous Bivariate Distributions. Second edition. Springer, Dordrecht, 2009.

3. S. Kotz, N. Balakrishnan and N. L. Johnson, Continuous Multivariate Distributions, Vo. 1, Second Edition, John Wiley & Sons, New York, 2000.

4. T. P. Hutchinson and C. D. Lai, The Engineering Statistician’s Guide to Continuous Bivariate Distributions, Rumsby Scientific Publishing, Adelaide, 1991.

5. K. V. Mardia, Families of Bivariate Distributions, Griffin’s Statistical Monographs and Courses, No. 27. Hafner Publishing Co., Darien, Conn., 1970.

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