English

L\'evy copulas: a probabilistic point of view

Statistics Theory 2021-12-02 v1 Statistics Theory

Abstract

There is a one-to-one correspondence between L\'{e}vy copulas and proper copulas. The correspondence relies on a relationship between L\'{e}vy copulas sitting on [0,+]d[0,+\infty]^d and max-id distributions. The max-id distributions are defined with respect to a partial order that is compatible with the inclusion of sets bounded away from the origin. An important consequence of the result is the possibility to define parametric L\'{e}vy copulas as mirror images of proper parametric copulas. For example, proper Archimedean copulas are generated by functions that are Williamson dd-transforms of the cdf of the radial component of random vectors with exchangeable distributions FRF_{R}. In contrast, the generators of Archimedean L\'{e}vy copulas are Williamson dd-transforms of log(1FR)-\log(1-F_{R}).

Keywords

Cite

@article{arxiv.2112.00696,
  title  = {L\'evy copulas: a probabilistic point of view},
  author = {Ayi Ajavon},
  journal= {arXiv preprint arXiv:2112.00696},
  year   = {2021}
}
R2 v1 2026-06-24T08:00:08.840Z