A characterization of multivariate independence using copulas

被引:0
|
作者
Gonzalez-Barrios, Jose M. [1 ]
Gutierrez-Pena, Eduardo [1 ]
Nieves, Juan D. [1 ]
Rueda, Raul [1 ]
机构
[1] Univ Nacl Autonoma Mexico, Dept Probabil & Stat, IIMAS, Circuito Escolar S-N, Mexico City 04510, DF, Mexico
关键词
Checkerboard approximation; dependence; sample copula;
D O I
10.1080/03610926.2021.2017458
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
We provide a novel characterization of mutual independence of random variables based on the checkerboard approximation to a multivariate copula.
引用
收藏
页码:5716 / 5726
页数:11
相关论文
共 50 条
  • [21] Estimating Multivariate Discrete Distributions Using Bernstein Copulas
    Fossaluza, Victor
    Esteves, Luis Gustavo
    de Braganca Pereira, Carlos Alberto
    [J]. ENTROPY, 2018, 20 (03)
  • [22] Modeling Multivariate Distributions Using Copulas: Applications in Marketing
    Danaher, Peter J.
    Smith, Michael S.
    [J]. MARKETING SCIENCE, 2011, 30 (01) : 4 - 21
  • [23] A class of multivariate copulas with bivariate Frechet marginal copulas
    Yang, Jingping
    Qi, Yongcheng
    Wang, Ruodu
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2009, 45 (01): : 139 - 147
  • [24] A class of multivariate copulas based on products of bivariate copulas
    Mazo, Gildas
    Girard, Stephane
    Forbes, Florence
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2015, 140 : 363 - 376
  • [25] Uncertainty Characterization Using Copulas for Classification
    Ozdemir, Onur
    Choi, Sora
    Allen, Thomas G.
    Varshney, Pramod K.
    [J]. MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2015, 2015, 9498
  • [26] Construction of asymmetric multivariate copulas
    Liebscher, Eckhard
    [J]. JOURNAL OF MULTIVARIATE ANALYSIS, 2008, 99 (10) : 2234 - 2250
  • [27] Semiparametric estimation of the error distribution in multivariate regression using copulas
    Kim, Gunky
    Silvapulle, Mervyn J.
    Silvapulle, Paramsothy
    [J]. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2007, 49 (03) : 321 - 336
  • [28] Multivariate upper semilinear copulas
    Arias-Garcia, J. J.
    De Meyer, H.
    De Baets, B.
    [J]. INFORMATION SCIENCES, 2016, 360 : 289 - 300
  • [29] Multivariate Hierarchical Copulas with Shocks
    Fabrizio Durante
    Marius Hofert
    Matthias Scherer
    [J]. Methodology and Computing in Applied Probability, 2010, 12 : 681 - 694
  • [30] Multivariate Bernstein Frechet copulas
    Xie, Zongkai
    Wang, Fang
    Yang, Jingping
    Guo, Nan
    [J]. STATISTICS AND ITS INTERFACE, 2022, 15 (04) : 527 - 547