ABSTRACT

This chapter presents copula construction methods, covering families with exchangeable dependence, conditional independence given latent variables or factor structural dependence, up to general unstructured dependence. The number of parameters is of the order of the dimension up to the square of the dimension. There is an emphasis on stochastic representations and interpretation of the dependence structures. Theorems for verifying dependence and tail properties of copula families are in Chapter 8.