A measure of multivariate mutual complete dependence

被引:6
作者
Tasena, Santi [1 ]
Dhompongsa, Sompong [1 ]
机构
[1] Chiang Mai Univ, Dept Math, Fac Sci, Chiang Mai, Thailand
关键词
Copula; (Mutual) complete dependence; Measure of dependence; Sobolev norm; SPEARMANS-RHO; ASSOCIATION; VERSIONS;
D O I
10.1016/j.ijar.2013.01.001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The authors propose a multivariate version of Siburg and Stoimenov's measure of mutual complete dependence. This multivariate version is, however, not the distance between a copula and the product copula C-1 under the modified Sobolev norm since the set of mutual complete dependence copulas does not lie on the sphere centered at C-1. To overcome this difficulty, the authors choose another center and define measures of complete dependence based on the modified Sobolev norm and this center. The measure of multivariate mutual complete dependence is then defined as the summation of the (normalized) measures of complete dependence. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:748 / 761
页数:14
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