Markov properties for mixed graphs
In this paper, we unify the Markov theory of a variety of different types of graphs used in graphical Markov models by introducing the class of loopless mixed graphs, and show that all independence models induced by $m$-separation on such graphs are compositional graphoids. We focus in particular on...
| Main Authors: | , |
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| Format: | Journal article |
| Language: | English |
| Published: |
International Statistical Institute
2011
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