45 citations · 46 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 45 cited
An Alternative Markov Property for Chain Graphs
Steen A. Andersson, David Madigan, Michael D. Perlman
Graphical Markov models use graphs, either undirected, directed, or mixed, to represent possible dependences among statistical variables. Applications of undirected graphs (UDGs) i…
math.ST2006★ 1 cited
On the structure of essential graphs for AMP chain graph models
Steen A. Andersson, Michael D. Perlman
Chain graphs (CG) use undirected and directed edges to represent both structural and associative dependences. Like acyclic directed graphs (ADGs), the CG associated with a statisti…