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
  • [41] ANALYSIS OF MULTIVARIATE DRUG SENSITIVITY DEPENDENCE STRUCTURE USING COPULAS
    Haider, Saad
    Pal, Ranadip
    2014 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2014, : 1352 - 1355
  • [42] Semiparametric multivariate density estimation for positive data using copulas
    Bouezmarni, T.
    Rombouts, J. V. K.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2009, 53 (06) : 2040 - 2054
  • [43] Multivariate Modeling of Annual Instantaneous Maximum Flows Using Copulas
    Tosunoglu, Fatih
    Singh, Vijay P.
    JOURNAL OF HYDROLOGIC ENGINEERING, 2018, 23 (03)
  • [44] Generating Nonnormal Multivariate Data Using Copulas: Applications to SEM
    Mair, Patrick
    Satorra, Albert
    Bentler, Peter M.
    MULTIVARIATE BEHAVIORAL RESEARCH, 2012, 47 (04) : 547 - 565
  • [45] Multivariate ensemble Model Output Statistics using empirical copulas
    Wilks, Daniel S.
    QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2015, 141 (688) : 945 - 952
  • [46] Multivariate shuffles and approximation of copulas
    Durante, Fabrizio
    Fernandez-Sanchez, Juan
    STATISTICS & PROBABILITY LETTERS, 2010, 80 (23-24) : 1827 - 1834
  • [47] Multivariate Markov Families of Copulas
    Overbeck, Ludger
    Schmidt, Wolfgang M.
    DEPENDENCE MODELING, 2015, 3 (01): : 159 - 171
  • [48] INDEPENDENCE OF STATISTICS AND CHARACTERIZATION OF THE MULTIVARIATE NORMAL-DISTRIBUTION
    GHURYE, SG
    ANNALS OF MATHEMATICAL STATISTICS, 1958, 29 (02): : 617 - 617
  • [49] Multivariate Frequency Analysis of Drought Characteristics in Finland Using Vine Copulas
    Mirabbasi, Rasoul
    Klove, Bjorn
    Haghighi, Ali Torabi
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2024, 44 (16) : 5986 - 6013
  • [50] Stochastic Simulation of Daily Suspended Sediment Concentration Using Multivariate Copulas
    Yang Peng
    Xianliang Yu
    Hongxiang Yan
    Jipeng Zhang
    Water Resources Management, 2020, 34 : 3913 - 3932