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Inference on the stress strength reliability with exponentiated generalized Marshall Olkin-G distribution.
- Source :
-
PLoS ONE . 8/9/2023, Vol. 18 Issue 8, p1-26. 26p. - Publication Year :
- 2023
-
Abstract
- In this paper, an inference on stress-strength reliability model is introduced in case of the exponentiated generalized Marshall Olkin G family of distributions. The maximum likelihood estimator of the stress-strength reliability function is deduced. An asymptotic confidence and bootstrap confidence intervals for the stress-strength reliability function are derived. A Bayesian inference is introduced for the stress-strength reliability. A simulation is introduced to obtain the maximum likelihood and Bayesian estimates for the stress strength reliability. Real data applications are provided to show the results for the stress-strength model and compare the exponentiated generalized Marshall Olkin-G distribution with other distributions. [ABSTRACT FROM AUTHOR]
- Subjects :
- *MAXIMUM likelihood statistics
*BAYESIAN field theory
*CONFIDENCE intervals
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 18
- Issue :
- 8
- Database :
- Academic Search Index
- Journal :
- PLoS ONE
- Publication Type :
- Academic Journal
- Accession number :
- 169852197
- Full Text :
- https://doi.org/10.1371/journal.pone.0280183