An absolutely continuous bivariate Topp-Leone distribution: A useful model on a bounded domain
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, cilt.46, sa.19, ss.9726-9742, 2017 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 46 Sayı: 19
- Basım Tarihi: 2017
- Doi Numarası: 10.1080/03610926.2016.1218026
- Dergi Adı: COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Sayfa Sayıları: ss.9726-9742
- Çukurova Üniversitesi Adresli: Evet
Özet
We introduce an absolutely continuous bivariate generalization of the Topp-Leone distribution, which is a special member of the proportional reversed hazard family using a one-parameter bivariate exchangeable distribution. We show that a copula approach could also be used in defining the bivariate Topp-Leone distribution. The marginal distributions of the new bivariate distribution have also Topp-Leone distributions. We study its distributional and dependence properties. We estimate the parameters by maximum-likelihood procedure, perform a simulation study on the estimators, and apply them to a real data set. Furthermore, we give a way of generating bivariate distributions using the proposed distribution.