Geodesic
Stress-strength based on $m$-generalized order statistics and concomitant for dependent families
Applications of Mathematics, Tome 64 (2019) no. 4, pp. 437-467 Cet article a éte moissonné depuis la source Czech Digital Mathematics Library

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The stress-strength model is proposed based on the $m$-generalized order statistics and the corresponding concomitant. For the dependency between $m$-generalized order statistics and its concomitant, a bivariate copula expansion is considered and the stress-strength model is obtained for two special cases of order statistics and upper record values. In the particular case of copula function, the generalized Farlie-Gumbel-Morgenstern bivariate distribution function is considered with proportional reversed hazard functions as marginal functions. Based on the order statistics and record values, two estimators of stress-strength are presented using a procedure similar to the inference functions for margins. Finally, a simulation study is carried out which shows the good performance of the proposed estimators for a finite sample.
The stress-strength model is proposed based on the $m$-generalized order statistics and the corresponding concomitant. For the dependency between $m$-generalized order statistics and its concomitant, a bivariate copula expansion is considered and the stress-strength model is obtained for two special cases of order statistics and upper record values. In the particular case of copula function, the generalized Farlie-Gumbel-Morgenstern bivariate distribution function is considered with proportional reversed hazard functions as marginal functions. Based on the order statistics and record values, two estimators of stress-strength are presented using a procedure similar to the inference functions for margins. Finally, a simulation study is carried out which shows the good performance of the proposed estimators for a finite sample.
DOI : 10.21136/AM.2019.0285-18
Classification : 62G30, 62N05
Keywords: copula function; Dagum distribution; generalized order statistics; Farlie-Gumbel-Morgenstern distribution; proportional reversed hazard family; record values 
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     title = {Stress-strength based on $m$-generalized order statistics and concomitant for dependent families},
     journal = {Applications of Mathematics},
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     year = {2019},
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Domma, Filippo; Eftekharian, Abbas; Razmkhah, Mostafa. Stress-strength based on $m$-generalized order statistics and concomitant for dependent families. Applications of Mathematics, Tome 64 (2019) no. 4, pp. 437-467. doi: 10.21136/AM.2019.0285-18

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