Distributions of sum, difference, product and quotient of independent noncentral beta type 3 variables

ABSTRACT: Let X and Y be independent random variables, X having a gamma distribution with shape parameter a and Y having a non-central gamma distribution with shape and non-centrality parameters b and δ, respectively. Define Z = X/(X + 2Y ). Then, the random variable Z has a non-central beta type 3...

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Autores:
Nagar, Daya Krishna
Ramírez Vanegas, Yeison Arley
Tipo de recurso:
Article of investigation
Fecha de publicación:
2013
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/31265
Acceso en línea:
https://hdl.handle.net/10495/31265
https://journaljamcs.com/index.php/JAMCS/article/view/22421
Palabra clave:
Variables aleatorias
Random variables
Análisis espectral
Spectrum analysis
Distribución de energía espectral
Spectral energy distribution
Funciones hipergeométricas
Functions, hypergeometric
Funciones de densidad
Rights
openAccess
License
http://creativecommons.org/licenses/by/2.5/co/
Description
Summary:ABSTRACT: Let X and Y be independent random variables, X having a gamma distribution with shape parameter a and Y having a non-central gamma distribution with shape and non-centrality parameters b and δ, respectively. Define Z = X/(X + 2Y ). Then, the random variable Z has a non-central beta type 3 distribution, Z ∼ NCB3(a, b; δ). In this article we derive density functions of sum, difference, product and quotient of two independent random variables each having non central beta type 3 distribution. These density functions are expressed in series involving first hypergeometric function of Appell.