Abstract
We use a recent characterization of the d-dimensional Archimedean copulas as the survival copulas of d-dimensional simplex distributions (McNeil and Nešlehová (2009) [1]) to construct new Archimedean copula families, and to examine the relationship between their dependence properties and the radial parts of the corresponding simplex distributions. In particular, a new formula for Kendall's tau is derived and a new dependence ordering for non-negative random variables is introduced which generalises the Laplace transform order. We then generalise the Archimedean copulas to obtain Liouville copulas, which are the survival copulas of Liouville distributions and which are non-exchangeable in general. We derive a formula for Kendall's tau of Liouville copulas in terms of the radial parts of the corresponding Liouville distributions.
| Original language | English |
|---|---|
| Pages (from-to) | 1772-1790 |
| Number of pages | 19 |
| Journal | Journal of Multivariate Analysis |
| Volume | 101 |
| Issue number | 8 |
| DOIs | |
| Publication status | Published - Sept 2010 |
Keywords
- Archimedean copula
- Dependence ordering
- Kendall's tau
- Laplace transform
- Liouville distribution
- Primary
- Secondary
- Simplex distribution l-norm symmetric distribution
- Stochastic ordering
- Stochastic simulation
- Williamson d-transform