Subjects
-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
Affiliation
Department of Statistics, School of Mathematical Sciences,
Kavayitri Bahinabai Chaudhari North Maharashtra University, Jalgaon, India
Email
rohankoshti5@yahoo.co.in
City
-Orcid
-Affiliation
Department of Statistics, School of Mathematical Sciences,
Kavayitri Bahinabai Chaudhari North Maharashtra University, Jalgaon, India.
Email
kirteekamalja@gmail.com
City
-Orcid
-Link
https://cjmss.journals.ekb.eg/article_331792.html
Detail API
https://cjmss.journals.ekb.eg/service?article_code=331792
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