Random discrete copulas
Random discrete copulas
Authors:
- Damjana Kokol Bukovšek, University of Ljubljana, School of Economics and Business
- Blaž Mojškerc, University of Ljubljana, School of Economics and Business
- Nik Stopar, University of Ljubljana, Faculty of Civil and Geodetic Engineering
Keywords:
Copula | Discrete copula | Random copula | Random field | Birkhoffov polytope
Abstract
We introduce the notion of a bivariate random discrete copula on an equidistant mesh and explore its stochastic properties. A random discrete copula is a discrete random field, hence, its value at a given point on the mesh is a random variable. We determine the distribution of this random variable and calculate its expected value and variance. We also consider bilinear extension of a random discrete copula to a random field over the whole unit square.
The Sustainable Development Goals (SDGs) addressed in the article are:
- SDG 4 – Quality Education
The article is published in:
Fuzzy sets and systems (ScienceDirect)
The content is freely accessible at:
Random discrete copulas