Abstract:
In this article we will investigate probability fields (probability distributions) on spaces
of the form X=∏i∈VXiX=∏i∈VXi, where Xi={0,1} and V is countable and deduce
criteria for the uniqueness of a probability field having a given set of conditional
probabilities
{Pi(xi/XV∖i)},i∈V,xi∈Xi,xV∖i∈∏j∈V∖iXj.
The results obtained here are convenient for the estimates of probability fields
of a sufficiently general form (e.g., with an arbitrary conjugate potential).
In the case of a Markov field an exponential estimate for the correlations is derived.
Citation:
O. N. Stavskaya, “Sufficient conditions for the uniqueness of a probability field and estimates for correlations”, Mat. Zametki, 18:4 (1975), 609–620; Math. Notes, 18:4 (1975), 950–956