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Estimation of reliability in multicomponent stress-strength based on dagum distribution

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dc.creator Fulment, Arnold K.
dc.creator Josephat, Peter K.
dc.creator Rao, Gadde Srinivasa
dc.date 2020-11-25T08:29:02Z
dc.date 2020-11-25T08:29:02Z
dc.date 2017
dc.date.accessioned 2022-10-20T13:09:19Z
dc.date.available 2022-10-20T13:09:19Z
dc.identifier Fulment, A. K., Josephat, P. K., & Rao, G. S. (2017). Estimation of reliability in multicomponent stress-strength based on dagum distribution. Stochastics and Quality Control, 32(2), 77-85.
dc.identifier DOI:10.1515/eqc-2017-0009
dc.identifier http://hdl.handle.net/20.500.12661/2622
dc.identifier.uri http://hdl.handle.net/20.500.12661/2622
dc.description Abstract. Full text article available at https://doi.org/10.1515/eqc-2017-0009
dc.description We consider the Dagum distribution for estimating the reliability of a k-component stress-strength system with different shape values of the shape parameter. We assume that the system has strength modelled by k independent and identically distributed random variables, and each system’s component experiences random stress. We construct maximum likelihood estimators for the system’s reliability and study their asymptotic properties. We evaluate the small sample performance of the estimators through Monte Carlo simulation. Finally, we illustrate the procedure using real data.
dc.language en
dc.publisher Walter de Gruyter GmbH, Berlin
dc.subject Dagum distribution
dc.subject Reliability
dc.subject Stress-strength model
dc.subject Maximum likelihood estimation
dc.subject Asymptotic confidence interval
dc.subject 62F10
dc.subject 62E20
dc.subject 62F12
dc.subject Distribution
dc.subject Stress
dc.title Estimation of reliability in multicomponent stress-strength based on dagum distribution
dc.type Article


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