  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.
