Copula theory

Notes on copula theory

View project on GitHub

Pair copula construction

Generally, any joint distribution can be decomposed into a product of conditional distributions with increasing conditioning set:

Through Sklar’s theorem, this can be written in terms of the underlying copula:

Hence, we get:

For a given two-dimensional distribution

How do we get the individual conditional distributions?

References