Characterization of all copulas associated with non-continuous random variables

被引:43
作者
de Amo, E. [1 ]
Diaz Carrillo, M. [2 ]
Fernandez-Sanchez, J. [1 ]
机构
[1] Univ Almeria, Almeria 04120, Spain
[2] Univ Granada, E-18071 Granada, Spain
关键词
Copula; Subcopula;
D O I
10.1016/j.fss.2011.10.005
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We introduce a constructive method, by means of a doubly stochastic measure, to describe all the copulas that, in view of Sklar's Theorem, are able to connect a bivariate distribution to its marginals. We use this to give the lower and upper optimal bounds for all the copulas that extend a given subcopula. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:103 / 112
页数:10
相关论文
共 15 条
[1]  
[Anonymous], IMS LECT NOTES MONOG
[2]   Rearrangement inequalities for functionals with monotone integrands [J].
Burchard, A ;
Hajaiej, H .
JOURNAL OF FUNCTIONAL ANALYSIS, 2006, 233 (02) :561-582
[3]   Maximum and minimum extensions of finite subcopulas [J].
Carley, H .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2002, 31 (12) :2151-2166
[4]  
Carley H., 2000, P C DISTR GIV MARG S, P29
[5]   Orthogonal grid constructions of copulas [J].
De Baets, B. ;
De Meyer, H. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (06) :1053-1062
[6]  
Deheuvels P., 1978, PUBL I STAT U PARIS, V23, P1
[7]  
Durante F., 2010, LECT NOTES STAT
[8]   Rectangular Patchwork for Bivariate Copulas and Tail Dependence [J].
Durante, Fabrizio ;
Saminger-Platz, Susanne ;
Sarkoci, Peter .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2009, 38 (15) :2515-2527
[9]   A primer on copulas for count data [J].
Genest, Christian ;
Neslehova, Johanna .
ASTIN BULLETIN, 2007, 37 (02) :475-515
[10]   Copulas constructed from horizontal sections [J].
Klement, Erich Peter ;
Kolesarova, Anna ;
Mesiar, Radko ;
Sempi, Carlo .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2007, 36 (13-16) :2901-2911