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A New Stochastic Order of Multivariate Distributions: Application in the Study of Reliability of Bridges Affected by Earthquakes

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  • Luigi-Ionut Catana

    (S.C. Synergetix Educational S.R.L., No. 51, Dogăriei Street, 1st Floor, 800225 Galati, Romania
    Secondary School No. 56, University of Bucharest, 030018 Bucharest, Romania)

  • Vasile Preda

    (Gheorghe Mihoc-Caius Iacob Institute of Mathematical Statistics and Applied Mathematics, Romanian Academy, 050711 Bucharest, Romania
    Costin C. Kiritescu National Institute for Economic Research, Romanian Academy, 050711 Bucharest, Romania
    Faculty of Mathematics and Computer Science, University of Bucharest, 010014 Bucharest, Romania
    Current address: Mathematics and Computer Science Department, University of Bucharest, 010014 Bucharest, Romania.)

Abstract

In this article, we introduce and study a new stochastic order of multivariate distributions, namely, the conditional likelihood ratio order. The proposed order and other stochastic orders are analyzed in the case of a bivariate exponential distributions family. The theoretical results obtained are applied for studying the reliability of bridges affected by earthquakes. The conditional likelihood ratio order involves the multivariate stochastic ordering; it resembles the likelihood ratio order in the univariate case but is much easier to verify than the likelihood ratio order in the multivariate case. Additionally, the likelihood ratio order in the multivariate case implies this ordering. However, the conditional likelihood ratio order does not imply the weak hard rate order, and it is not an order relation on the multivariate distributions set. The new conditional likelihood ratio order, together with the likelihood ratio order and the weak hazard rate order, were studied in the case of the bivariate Marshall–Olkin exponential distributions family, which has a lack of memory type property. At the end of the paper, we also presented an application of the analyzed orderings for this bivariate distributions family to the study of the effects of earthquakes on bridges.

Suggested Citation

  • Luigi-Ionut Catana & Vasile Preda, 2022. "A New Stochastic Order of Multivariate Distributions: Application in the Study of Reliability of Bridges Affected by Earthquakes," Mathematics, MDPI, vol. 11(1), pages 1-14, December.
    • Handle: RePEc:gam:jmathe:v:11:y:2022:i:1:p:102-:d:1015420
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    References listed on IDEAS

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    1. Longxiang Fang & N. Balakrishnan, 2016. "Likelihood ratio order of parallel systems with heterogeneous Weibull components," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 79(6), pages 693-703, August.
    2. Wang, J.P. & Chang, Su-Chin, 2015. "Evidence in support of seismic hazard following Poisson distribution," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 424(C), pages 207-216.
    3. Narayanaswamy Balakrishnan & Ghobad Barmalzan & Abedin Haidari, 2020. "Exponentiated models preserve stochastic orderings of parallel and series systems," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 49(7), pages 1592-1602, April.
    4. Abe, Sumiyoshi & Suzuki, Norikazu, 2005. "Scale-free statistics of time interval between successive earthquakes," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 350(2), pages 588-596.
    5. Luigi-Ionut Catana & Anisoara Raducan, 2020. "Stochastic Order for a Multivariate Uniform Distributions Family," Mathematics, MDPI, vol. 8(9), pages 1-10, August.
    6. Wang, Yumin & Zhu, Guangcan, 2021. "Evaluation of water quality reliability based on entropy in water distribution system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 584(C).
    7. Catana, Luigi-Ionut, 2022. "Stochastic orders of multivariate Jones–Larsen distribution family with empirical applications in physics, economy and social sciences," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 603(C).
    8. Kayid, M. & Izadkhah, S. & Abouammoh, A.M., 2019. "Proportional reversed hazard rates weighted frailty model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 528(C).
    9. Ioannis S. Triantafyllou, 2022. "Signature-Based Analysis of the Weighted- r -within-Consecutive- k -out-of- n : F Systems," Mathematics, MDPI, vol. 10(15), pages 1-13, July.
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