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Institut für Wasser- und Umweltsystemmodellierung - IWS



"Modeling of multivariate interactions through their manifestations and low dimensional model building via the Cumulant Generating Function"

We propose to deal with multidimensional interactions via subject-matter specific interaction manifestations. Interactions manifestations do not necessarily help to build a model. We then suggest that joint cumulants can work as building blocks for low dimensional model building that considers interactions of order higher than two (i.e. correlation).