A weaker structural Markov property for decomposable graph laws

Peter J. Green, Alun Thomas · arXiv (Cornell University) · 2017

We present a new kind of structural Markov property for probabilistic laws on decomposable graphs, prove the equivalence of an exponential family assumption, and discuss identifiability, modelling and computational implications.

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