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A Bivariate Poisson-Gamma Distribution: Statistical Properties and Practical Applications by Ghosh, Indranil; Norouzirad, Mina; Marques, Filipe J. is a scholarly article available to read on EtoBox.

What is A Bivariate Poisson-Gamma Distribution: Statistical Properties and Practical Applications about?

Although the specification of bivariate probability models using a collection of assumed conditional distributions is not a novel concept, it has received considerable attention in the last decade. In this study, a bivariate distribution-the bivariate Poisson-Gamma conditional distribution-is introduced, combining both univariate continuous and discrete distributions. This work explores aspects of this model's structure and statistical inference that have not been studied before. This paper contributes to the field of statistical modeling and distribution theory through the use of maximum likelihood estimation, along with simulations and analyses of real data.

Author

Ghosh, Indranil; Norouzirad, Mina; Marques, Filipe J.

Published

2025

Language

EN