×

Global dependence stochastic orders. (English) Zbl 1259.60026

Summary: Two basic ideas, that give rise to global dependence stochastic orders, are introduced and studied. The similarities and differences between the resulting global dependence orders, and the known common positive dependence orders, are discussed. Some desirable properties that global dependence orders may expected to satisfy are listed and checked. Three particular global dependence orders, that come up from the two general ideas, are studied in detail. It is shown, among other things, how these orders can be verified. Finally, some applications in auction theory, in reliability theory, and in economics, are described.

MSC:

60E15 Inequalities; stochastic orderings
91B26 Auctions, bargaining, bidding and selling, and other market models
90B25 Reliability, availability, maintenance, inspection in operations research
60K10 Applications of renewal theory (reliability, demand theory, etc.)
Full Text: DOI

References:

[1] Acerbi C, Tasche D (2002) On the coherence of expected shortfall. J Bank Financ 26:1487–1503 · doi:10.1016/S0378-4266(02)00283-2
[2] Ali SM, Silvey SD (1965a) Association between random variables and the dispersion of a Radon–Nikodym derivative. J R Stat Soc Ser B 27:100–107 · Zbl 0166.15102
[3] Ali SM, Silvey SD (1965b) A further result about the relevance of the dispersion of a Radon–Nikodym derivative to the problem of measuring association. J R Stat Soc Ser B 27:108–110 · Zbl 0166.15103
[4] Artzner P, Delbaen F, Eber J-M, Heath D (1999) Coherent measures of risk. Math Financ 9:203–228 · Zbl 0980.91042 · doi:10.1111/1467-9965.00068
[5] Athey S, Haile P (2002) Identification of standard auction models. Econometrica 70:2107–2140 · Zbl 1141.91390 · doi:10.1111/1468-0262.00371
[6] Avérous J, Genest C, Kochar SC (2005) On the dependence structure of order statistics. J Multivar Anal 94:159–171 · Zbl 1065.62087 · doi:10.1016/j.jmva.2004.03.004
[7] Bäuerle N (1997) Inequalities for stochastic models via supermodular orderings. Commun Stat, Stoch Models 13:181–201 · Zbl 0871.60015 · doi:10.1080/15326349708807420
[8] Belzunce F, Ruiz JM, Suárez-Llorens A (2008) On multivariate dispersion orderings based on the standard construction. Stat Probab Lett 78:271–281 · Zbl 1144.60010 · doi:10.1016/j.spl.2007.07.001
[9] Colangelo A, Scarsini M, Shaked M (2006) Some positive dependence stochastic orders. J Multivar Anal 97:46–78 · Zbl 1086.62009 · doi:10.1016/j.jmva.2004.11.006
[10] Dabrowska D (1981) Regression-based orderings and measures of stochastic dependence. Statistics 12:317–325 · Zbl 0505.62033
[11] Dabrowska D (1985) Descriptive parameters of location, Dispersion and stochastic dependence. Statistics 16:63–88 · Zbl 0564.62002 · doi:10.1080/02331888508801826
[12] Denuit M (2010) Positive dependence of signals. J Appl Probab 47:893–897 · Zbl 1201.60015 · doi:10.1239/jap/1285335417
[13] Dolati A, Genest C, Kochar SC (2008) On the dependence between the extreme order statistics in the proportional hazards model. J Multivar Anal 99:777–786 · Zbl 1136.60011 · doi:10.1016/j.jmva.2007.03.001
[14] Droste W, Wefelmeyer W (1985) A note on strong unimodality and dispersivity. J Appl Probab 22:235–239 · Zbl 0564.60013 · doi:10.2307/3213764
[15] Fagiuoli E, Pellerey F, Shaked M (1999) A characterization of the dilation order and its applications. Stat Pap 40:393–406 · Zbl 0938.62008 · doi:10.1007/BF02934633
[16] Fang Z, Joe H (1992) Further developments on some dependence orderings for continuous bivariate distributions. Ann Inst Stat Math 44:501–517 · Zbl 0764.62044
[17] Ganuza J-J, Penalva JS (2010) Signal orderings based on dispersion and the supply of private information in auctions. Econometrica 78:1007–1030 · Zbl 1194.91089 · doi:10.3982/ECTA6640
[18] Hickey RJ (1986) Concepts of dispersion in distributions: a comparative note. J Appl Prob 23:914–921 · Zbl 0607.60016 · doi:10.2307/3214465
[19] Hürlimann W (2000) On a classical portfolio problem: diversification, comparative static and other issues. In: AFIR colloquium, Tromsø, Norway, pp 347–365
[20] Joe H (1985) An ordering of dependence for contingency tables. Linear Algebra Appl 70:89–103 · Zbl 0601.62075 · doi:10.1016/0024-3795(85)90045-X
[21] Joe H (1987). Majorization, randomness and dependence for multivariate distributions. Ann Probab 15:1217–1225 · Zbl 0657.60022 · doi:10.1214/aop/1176992093
[22] Joe H (1997) Multivariate models and dependence concepts. Chapman and Hall, London · Zbl 0990.62517
[23] Kimeldorf G, Sampson AR (1987) Positive dependence orderings. Ann Inst Stat Math 39:113–128 · Zbl 0617.62006 · doi:10.1007/BF02491453
[24] Landsman ZM, Valdez EA (2003) Tail conditional expectations for elliptical distributions. N Am Actuar J 7:55–71 · Zbl 1084.62512 · doi:10.1080/10920277.2003.10596118
[25] Marshall AW, Olkin I (2007) Life distributions. Springer, New York · Zbl 1304.62019
[26] Mizuno T (2006) A relation between positive dependence of signal and the variability of conditional expectation given signal. J Appl Probab 43:1181–1185 · Zbl 1144.60304 · doi:10.1239/jap/1165505217
[27] Muliere P, Petrone S (1992) Generalized Lorenz curve and monotone dependence orderings. Metron 50:19–38 · Zbl 0829.62059
[28] Müller A, Stoyan D (2002) Comparison methods for stochastic models and risks. Wiley, New York · Zbl 0999.60002
[29] Nelsen RB (2006) An introduction to copulas, 2nd edn. Springer, New York · Zbl 1152.62030
[30] Scarsini M (1990) An ordering of dependence. In: Block HW, Sampson AR, Savits TH (eds) Topics in statistical dependence. IMS lecture notes-monograph series, vol 16. Hayward, CA, pp 403–414 · Zbl 0768.62045
[31] Shaked M, Shanthikumar JG (1997) Supermodular stochastic orders and positive dependence of random vectors. J Multivar Anal 61:86–101 · Zbl 0883.60016 · doi:10.1006/jmva.1997.1656
[32] Shaked M, Shanthikumar JG (2007) Stochastic orders. Springer, New York
[33] Siburg KF, Stoimenov PA (2009) Regression dependence. Technical report, Technische Universität Dortmund, Germany
[34] Silvey SD (1964) On a measure of association. Ann Math Stat 35:1157–1166 · Zbl 0126.34501 · doi:10.1214/aoms/1177703273
[35] Stuart A (1954). The correlation between variate values and ranks in samples from a continuous distribution. The Br J Stat Psychol 7:37–44 · doi:10.1111/j.2044-8317.1954.tb00138.x
[36] Yanagimoto T, Okamoto M (1969) Partial orderings of permutations and monotonicity of a rank correlation statistic. Ann Inst Stat Math 21:489–506 · Zbl 0208.44704 · doi:10.1007/BF02532273
[37] Yitzhaki S (2003) Gini’s mean difference: A superior measure of variability for non-normal distributions. Metron 61:285–316
[38] Yitzhaki S, Olkin I (1991) Concentration indices and concentration curves. In: Mosler K, Scarsini M (eds) Stochastic orders and decision under risk. IMS lecture notes-monograph series, vol 19. Hayward, CA, pp 380–392 · Zbl 0755.90016
[39] Yitzhaki S, Schechtman E (2005) The properties of the extended Gini measures of variability and inequality. Metron 63:401–433
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.