Statements (15)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:appliesTo |
Markov random fields
undirected graphical models |
| gptkbp:field |
gptkb:probability_theory
statistics graphical models |
| gptkbp:namedAfter |
gptkb:John_M._Hammersley
gptkb:Peter_Clifford |
| gptkbp:publishedIn |
gptkb:Symposia_Mathematica
|
| gptkbp:requires |
strictly positive probability distributions
|
| gptkbp:state |
A strictly positive probability distribution is a Markov random field with respect to a graph if and only if it factorizes according to the cliques of the graph.
|
| gptkbp:yearProposed |
1971
|
| gptkbp:bfsParent |
gptkb:John_Hammersley
|
| gptkbp:bfsLayer |
5
|
| https://www.w3.org/2000/01/rdf-schema#label |
Hammersley–Clifford theorem
|