Graphical models for infinite measures with applications to extremes

Sebastian Engelke, Jevgenijs Ivanovs, Kirstin Strokorb

Conditional independence and graphical models are well studied for probability distributions on product spaces. We propose a new notion of conditional independence for any measure…