Bounds on integrals with respect to multivariate copulas

被引:2
|
作者
Preischl, Michael [1 ]
机构
[1] Graz Univ Technol, Inst Anal & Number Theory, Kopernikusgasse 24-2, A-8010 Graz, Austria
来源
DEPENDENCE MODELING | 2016年 / 4卷 / 01期
基金
奥地利科学基金会;
关键词
Copulas; linear assignment problems; dependence measure; credit risk;
D O I
10.1515/demo-2016-0016
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we present a method to obtain upper and lower bounds on integrals with respect to copulas by solving the corresponding assignment problems (AP's). In their 2014 paper, Hofer and Iaco proposed this approach for two dimensions and stated the generalization to arbitrary dimensons as an open problem. We will clarify the connection between copulas and AP's and thus find an extension to the multidimensional case. Furthermore, we provide convergence statements and, as applications, we consider three dimensional dependence measures as well as an example from finance.
引用
收藏
页码:277 / 287
页数:11
相关论文
共 50 条
  • [21] Multivariate countermonotonicity and the minimal copulas
    Lee, Woojoo
    Cheung, Ka Chun
    Ahn, Jae Youn
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2017, 317 : 589 - 602
  • [22] Distribution functions of multivariate copulas
    Rodríguez-Lallena, JA
    Ubeda-Flores, M
    STATISTICS & PROBABILITY LETTERS, 2003, 64 (01) : 41 - 50
  • [23] Multivariate Hierarchical Copulas with Shocks
    Durante, Fabrizio
    Hofert, Marius
    Scherer, Matthias
    METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2010, 12 (04) : 681 - 694
  • [24] A method for constructing multivariate copulas
    Durante, F.
    Quesada-Molina, J. J.
    Ubeda-Flores, M.
    NEW DIMENSIONS IN FUZZY LOGIC AND RELATED TECHNOLOGIES, VOL I, PROCEEDINGS, 2007, : 191 - +
  • [25] Tails of multivariate Archimedean copulas
    Charpentier, Arthur
    Segers, Johan
    JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 100 (07) : 1521 - 1537
  • [26] Multivariate shuffles and approximation of copulas
    Durante, Fabrizio
    Fernandez-Sanchez, Juan
    STATISTICS & PROBABILITY LETTERS, 2010, 80 (23-24) : 1827 - 1834
  • [27] Multivariate Markov Families of Copulas
    Overbeck, Ludger
    Schmidt, Wolfgang M.
    DEPENDENCE MODELING, 2015, 3 (01): : 159 - 171
  • [28] Forecasting time series with multivariate copulas
    Simard, Clarence
    Remillard, Bruno
    DEPENDENCE MODELING, 2015, 3 (01): : 59 - 82
  • [29] Tails of multivariate Archimedean copulas.
    Charpentier, Arthur
    Segers, Johan
    INSURANCE MATHEMATICS & ECONOMICS, 2006, 39 (03): : 412 - 412
  • [30] Multivariate and functional covariates and conditional copulas
    Gijbels, Irene
    Omelka, Marek
    Veraverbeke, Noel
    ELECTRONIC JOURNAL OF STATISTICS, 2012, 6 : 1273 - 1306