Hierarchical Types of Statistical Dependences

Abstract

We offer an approach to modeling multi-dimensional structures of statistical dependencies based on the specification of hierarchies of conditional two-dimensional copulae. Numerical algorithms for the simulation of hierarchical structures and evaluating copula parameters of those hierarchies were developed.