New copulas based on general partitions-of-unity and their applications to risk management (part II)
arXiv:1709.07682 · doi:10.1515/demo-2017-0014
Abstract
We present a constructive and self-contained approach to data driven infinite partition-of-unity copulas that were recently introduced in the literature. In particular, we consider negative binomial and Poisson copulas and present a solution to the problem of fitting such copulas to highly asymmetric data in arbitrary dimensions.
12 pages, 24 figures, 3 tables, 10 references
References in corpus (1)
Cited by in corpus (5)
- Generating VaR scenarios with product beta distributions
- Adaptive Bernstein Copulas and Risk Management
- New copulas based on general partitions-of-unity (part III) - the continuous case (extended version)
- Joint modelling of the body and tail of bivariate data
- Generating unfavourable VaR scenarios with patchwork copulas