Density Decomposition: Competing with Copulas

Paul Eilers, Erasmus University Medical Center

Abstract: The joint density of a pair of variables can be expressed as the product of the marginal densities and a two-dimensional interaction function. These components can be modeled conveniently with P-splines. Details and two applications are presented.