Every LWF and AMP chain graph originates from a set of causal models

10 Dec 2013Jose M. Peña

This paper aims at justifying LWF and AMP chain graphs by showing that they do not represent arbitrary independence models. Specifically, we show that every chain graph is inclusion optimal wrt the intersection of the independence models represented by a set of directed and acyclic graphs under conditioning... (read more)

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