Okoli, O. Michael and A. Osuji, George and Onyekwere, Chrisogonus K. (2021) Generalized Inverse Power Sujatha Distribution with Applications. Asian Journal of Probability and Statistics, 15 (3). pp. 11-25. ISSN 2582-0230
285-Article Text-458-1-10-20220929.pdf - Published Version
Download (434kB)
Abstract
In this paper, we present a new lifetime distribution known as the generalized inverse power Sujatha distribution. The statistical and mathematical properties of the new distribution such as the moment and moment generating function, Renyi entropy and distribution of order statistics have been derived and discussed. Also, reliability measures like survival function, hazard function, reverse hazard rate, cumulative hazard rate and odds function are discussed. Maximum likelihood estimation technique was used to estimate the parameters. However, a 95% confidence intervals were constructed for the parameters. Finally, we applied the proposed distribution to two lifetime datasets and compare its superiority over other candidate models. Results obtained indicates that the generalized inverse power Sujatha distribution outperform the other competing models.
Item Type: | Article |
---|---|
Subjects: | OA Digital Library > Mathematical Science |
Depositing User: | Unnamed user with email support@oadigitallib.org |
Date Deposited: | 07 Feb 2023 10:07 |
Last Modified: | 17 Jun 2024 06:22 |
URI: | http://library.thepustakas.com/id/eprint/218 |