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Relations between stochastic orderings and generalized stochastic precedence. (English) Zbl 1370.60029

Summary: The concept of stochastic precedence between two real-valued random variables has often emerged in different applied frameworks. In this paper, we analyze several aspects of a more general, and completely natural, concept of stochastic precedence that also had appeared in the literature. In particular, we study the relations with the notions of stochastic ordering. Such a study leads us to introducing some special classes of bivariate copulas. Motivations for our study can arise from different fields. In particular, we consider the frame of target-based approach in decisions under risk. This approach has been mainly developed under the assumption of stochastic independence between “prospects” and “targets”. Our analysis concerns the case of stochastic dependence.

MSC:

60E15 Inequalities; stochastic orderings

References:

[1] 1.ArconesM.A., KvamP.H. & SamaniegoF.J. (2002). Nonparametric estimation of a distribution subject to a stochastic precedence constraint. Journal of American Statistical Association97(457): 170-182.10.1198/016214502753479310 · Zbl 1073.62520 · doi:10.1198/016214502753479310
[2] 2.BillingsleyP. (2009). Convergence of Probability Measures. Wiley Series in Probability and Statistics. New York: Wiley. · Zbl 0172.21201
[3] 3.BolandP.J., SinghH. & CukicB. (2004). The stochastic precedence ordering with applications in sampling and testing. Journal of Applied Probabability41(1): 73-82.10.1239/jap/1077134668 · Zbl 1048.60015 · doi:10.1239/jap/1077134668
[4] 4.BordleyR. & LiCalziM. (2000). Decision analysis using targets instead of utility functions. Decisions in Economics and Finance23(1): 53-74.10.1007/s102030050005 · Zbl 1051.91503 · doi:10.1007/s102030050005
[5] 5.CastagnoliE. & LiCalziM. (1996). Expected utility without utility. Theory and Decision41(3): 281-301.10.1007/BF001361291424242 · Zbl 0876.90038 · doi:10.1007/BF00136129
[6] 6.De SantisE. & SpizzichinoF. (2004). Change-point models and conditionally pure birth processes: An inequality on the stochastic intensity. Journal of Applied Probability41(4): pp. 939-952.10.1239/jap/1101840541 · Zbl 1062.60048
[7] 7.De SantisE. & SpizzichinoF. (2012). First occurrence of a word among the elements of a finite dictionary in random sequences of letters. Electronic Journal of Probability17: 1-9. · Zbl 1245.60010
[8] 8.De SantisE. & SpizzichinoF. (2012). Stochastic comparisons between first-passage times for Markov chains. arXiv:1210.1116 [math.PR], pp. 1-18.
[9] 9.DuranteF., KlementE.P., SempiC. & Úbeda-FloresM. (2010). Measures of non-exchangeability for bivariate random vectors. Statistical Papers51(3): 687-699.10.1007/s00362-008-0153-0 · Zbl 1247.60047 · doi:10.1007/s00362-008-0153-0
[10] 10.JoeH. (1997) Multivariate Models and Multivariate Dependence Concepts. New York: Springer. · Zbl 0990.62517
[11] 11.KamihigashiT. & StachurskiJ. (2014). Partial stochastic dominance. Technical Report. · Zbl 1395.91300
[12] 12.MuliereP. & ScarsiniM. (1987). Characterization of a Marshall-Olkin type class of distributions. Annals of the Institute of Statistical Mathematics39(2): 429-441.10.1007/BF02491480 · Zbl 0624.62047 · doi:10.1007/BF02491480
[13] 13.NavarroJ. & RubioR. (2010). Comparisons of coherent systems using stochastic precedence. TEST19: 469-486.10.1007/s11749-010-0207-12745998 · Zbl 1203.60150 · doi:10.1007/s11749-010-0207-1
[14] 14.NavarroJ. & SpizzichinoF. (2010). On the relationships between copulas of order statistics and marginal distributions. Statistics & probability Letters80(5): 473-479.10.1016/j.spl.2009.11.025 · Zbl 1182.62112 · doi:10.1016/j.spl.2009.11.025
[15] 15.NelsenR. (2006). An Introduction to Copulas. Springer Series in Statistics. New York: Springer. · Zbl 1152.62030
[16] 16.SavageL.J. (1954). The Foundations of Statistics. New York: Wiley. · Zbl 0121.13603
[17] 17.ScarsiniM. (1985). A note on bernoulli’s principle and probability dominance. Journal of Optimization Theory and Applications47(1): 109-113.10.1007/BF00941319 · Zbl 0552.90005 · doi:10.1007/BF00941319
[18] 18.SempiC. (2004). Convergence of copulas: critical remarks. Radov Matematicki12(2): 241-249. · Zbl 1069.60015
[19] 19.ShakedM. & ShanthikumarJ.G. (2007). Stochastic Orders. Springer Series in Statistics. New York: Springer. · Zbl 1111.62016
[20] 20.StrassenV. (1965). The existence of probability measures with given marginals. The Annals of Mathematical Statistics36: 423-439.10.1214/aoms/1177700153 · Zbl 0135.18701 · doi:10.1214/aoms/1177700153
[21] 21.WratherC. & YuP. (1982). Probability dominance in random outcomes. Journal of Optimization Theory and Applications36(3): 315-334.10.1007/BF00934350 · Zbl 0452.90007 · doi:10.1007/BF00934350
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