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A NEW BATHTUB SHAPED FAILURE RATE MODEL: PROPERTIES, AND APPLICATIONS TO ENGINEERING SECTOR.

Authors :
Arshad, Muhammad Zeshan
Iqbal, Muhammad Zafar
Anees, Asad
Ahmad, Zahoor
Balogun, Oluwafemi Samson
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]

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