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331792

Cambanis-type Bivariate Uniform Distribution: Properties and Moment Estimation

Article

Last updated: 05 Jan 2025

Subjects

-

Tags

Mathematical Statistics

Abstract

The families of distributions are crucial in statistical modeling, offering a versatile foundation for a variety of applications. The development of bivariate distributions with specific marginal distributions and correlation coefficients is of considerable interest due to its wide-ranging relevance in real-world situations. The range of correlation between variables is an important characterization of the family. The variety of methods of construction of bivariate/multivariate distributions are developed in the literature. The Cambanis family is an important class of multivariate distributions with a wide range of correlation than the traditional families. In this paper, we consider a Cambanis-type bivariate uniform distribution and develop key statistical properties of the Cambanis-type bivariate uniform distribution. We obtain moment estimators of parameters for Cambanis-type bivariate uniform distribution. To evaluate the performance of the estimators, we develop an algorithm to simulate samples from the Cambanis-type bivariate uniform distribution and implement it in the R software. We perform a simulation study to present the performance of moment estimator.

DOI

10.21608/cjmss.2023.246513.1026

Keywords

Cambanis family, Cambanis-type bivariate uniform distribution, Moment Estimation

Authors

First Name

Rohan

Last Name

Koshti

MiddleName

Dilip

Affiliation

Department of Statistics, School of Mathematical Sciences, Kavayitri Bahinabai Chaudhari North Maharashtra University, Jalgaon, India

Email

rohankoshti5@yahoo.co.in

City

-

Orcid

-

First Name

Kirtee

Last Name

Kamalja

MiddleName

Kiran

Affiliation

Department of Statistics, School of Mathematical Sciences, Kavayitri Bahinabai Chaudhari North Maharashtra University, Jalgaon, India.

Email

kirteekamalja@gmail.com

City

-

Orcid

-

Volume

3

Article Issue

1

Related Issue

44604

Issue Date

2024-04-01

Receive Date

2023-11-05

Publish Date

2024-04-01

Page Start

112

Page End

124

Print ISSN

2974-3435

Online ISSN

2974-3443

Link

https://cjmss.journals.ekb.eg/article_331792.html

Detail API

https://cjmss.journals.ekb.eg/service?article_code=331792

Order

331,792

Type

Original Article

Type Code

2,545

Publication Type

Journal

Publication Title

Computational Journal of Mathematical and Statistical Sciences

Publication Link

https://cjmss.journals.ekb.eg/

MainTitle

Cambanis-type Bivariate Uniform Distribution: Properties and Moment Estimation

Details

Type

Article

Created At

29 Dec 2024