التفاصيل البيبلوغرافية
| العنوان: |
A NEW FINITE MIXTURE OF PROBABILITY MODELS WITH APPLICATION. |
| المؤلفون: |
SAKTHIVEL, K. M., G., VIDHYA |
| المصدر: |
Reliability: Theory & Applications; Sep2023, Vol. 18 Issue 3, p135-153, 19p |
| مصطلحات موضوعية: |
PROBABILITY theory, RAYLEIGH model |
| مستخلص: |
In this research, we present an approach to model lifetime data by a weighted three-parameter probability distribution utilizing the exponential and gamma distributions. We have presented some of the essential characteristics such as the shapes of pdf, cdf, moments, incomplete moments, survival function, hazard function, mean residual life, stochastic ordering, and order statistics of the proposed distribution. Furthermore, we also presented the Bonferroni index and Lorenz curve of the proposed distribution. The maximum likelihood approach is used to estimate the parameters of the distribution. Finally, the proposed probability distribution is compared to goodness of fit with Lindley, Akash, exponential, two-parameter Lindley, cubic transmuted Rayleigh, and Exponential-Gamma distributions for the real-time data set. [ABSTRACT FROM AUTHOR] |
|
Copyright of Reliability: Theory & Applications is the property of International Group on Reliability and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| قاعدة البيانات: |
Complementary Index |
