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A NEW BATHTUB SHAPED FAILURE RATE MODEL: PROPERTIES, AND APPLICATIONS TO ENGINEERING SECTOR.
- Source :
-
Pakistan Journal of Statistics . Jan2021, Vol. 37 Issue 1, p57-80. 24p. - Publication Year :
- 2021
-
Abstract
- In this paper, we proposed a new model, capable of modeling against the bathtub shaped failure rate phenomena, referred to as the Lehmann-II Muhammad (L-II-M) distribution. We derived some mathematical and reliability characteristics developed some explicit expressions for the moments, quantile function, and order statistics. We suggested a method of maximum likelihood estimator for the estimation of model parameters, and a simulation study was recommended to observe the asymptotic behavior of MLEs. The strength of L-II-M distribution was affirmed by modeling in two suitable lifetime engineering datasets. [ABSTRACT FROM AUTHOR]
- Subjects :
- *MAXIMUM likelihood statistics
*ORDER statistics
*BATHTUBS
*PARAMETER estimation
Subjects
Details
- Language :
- English
- ISSN :
- 10129367
- Volume :
- 37
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Pakistan Journal of Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 147447193