Bivariate Compound Exponentiated Survival Function of the Lomax Distribution: Estimation and Prediction

Autor: A. A. EL-Helbawy, G. R. AL-Dayian, R. M. Refaey
Rok vydání: 2021
Předmět:
Zdroj: Asian Journal of Probability and Statistics. :163-184
ISSN: 2582-0230
DOI: 10.9734/ajpas/2021/v15i430372
Popis: In this paper, bivariate compound exponentiated survival function of the Lomax distribution is constructed based on the technique considered by AL-Hussaini (2011). Some properties of the distribution are derived. Maximum likelihood estimation and prediction of the future observations are considered. Also, Bayesian estimation and prediction are studied under squared error loss function. The performance of the proposed bivariate distribution is examined using a simulation study. Finally, a real data set is analyzed under the proposed distribution to illustrate its flexibility for real-life application.
Databáze: OpenAIRE