ON THE SINGULAR COMPONENTS OF A COPULA

被引:11
作者
Durante, Fabrizio [1 ]
Fernandez-Sanchez, Juan [2 ]
Trutschnig, Wolfgang [3 ]
机构
[1] Free Univ Bozen Bolzano, Fac Econ & Management, Bolzano, Italy
[2] Univ Almeria, Grp Invest Anal Matemat, La Canada De San Urbano, Almeria, Spain
[3] Salzburg Univ, Dept Math, A-5020 Salzburg, Austria
关键词
Copula; coupling; disintegration theorem; Markov kernel; singular measure; SHUFFLES;
D O I
10.1017/S0021900200113154
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
070103 [概率论与数理统计]; 140311 [社会设计与社会创新];
摘要
We analyze copulas with a nontrivial singular component by using their Markov kernel representation. In particular, we provide existence results for copulas with a prescribed singular component. The constructions not only help to deal with problems related to multivariate stochastic systems of lifetimes when joint defaults can occur with a nonzero probability, but even provide a copula maximizing the probability of joint default.
引用
收藏
页码:1175 / 1182
页数:8
相关论文
共 19 条
[1]
[Anonymous], 2015, Dependence modeling with copulas 134
[2]
Ash R. B., 2000, PROBABILITY MEASURE
[3]
de Amo E, 2010, ADV INTEL SOFT COMPU, V77, P131
[4]
A note on the notion of singular copula [J].
Durante, Fabrizio ;
Fernandez Sanchez, Juan ;
Sempi, Carlo .
FUZZY SETS AND SYSTEMS, 2013, 211 :120-122
[5]
AGING FUNCTIONS AND MULTIVARIATE NOTIONS OF NBU AND IFR [J].
Durante, Fabrizio ;
Foschi, Rachele ;
Spizzichino, Fabio .
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, 2010, 24 (02) :263-278
[6]
Shuffles of copulas [J].
Durante, Fabrizio ;
Sarkoci, Peter ;
Sempi, Carlo .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2009, 352 (02) :914-921
[7]
Copulas with fractal supports [J].
Fredricks, GA ;
Nelsen, RB ;
Rodríguez-Lallena, JA .
INSURANCE MATHEMATICS & ECONOMICS, 2005, 37 (01) :42-48
[8]
Jaworski P., 2013, Lecture Notes in Statistics, V213
[9]
Jaworski P, 2010, Copula Theory and its Applications
[10]
Joe H, 1997, Monogr. Stat. Appl. Probab., V73