An Asymmetric Independence Model for Causal Discovery on Path Spaces

Georg Manten, Cecilia Casolo, Søren Wengel Mogensen +1

We develop the theory linking 'E-separation' in directed mixed graphs (DMGs) with conditional independence relations among coordinate processes in stochastic differential equations…