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Teoriya Veroyatnostei i ee Primeneniya, 1972, Volume 17, Issue 1, Pages 21–35
(Mi tvp4171)
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This article is cited in 22 scientific papers (total in 22 papers)
Description of Markovian Random Fields by Gibbsian Conditional Probabilities
M. B. Averintsev Moscow
Abstract:
Let $T$ be a $v$-dimensional cubic lattice and $L$ a finite set of points from $T$. Suppose that the conditional probabilities of a random field $\xi(t)$ are positive and for any $s\in T$, $x$, $x(t)$.
$\Pr\{\xi(s)=x\mid\xi(t)=x(t),\ t\in T\setminus\{s\}\}=\Pr\{\xi(s)=x\mid\xi(t)=x(t),\ t\in L+s\}$
Then $\xi(t)$ is called an $L$-Markov random field with positive conditional probabilities.
In the paper, we prove that any such field $\xi(t)$ is a Gibbs field, in general, with many-particle potential.
Received: 13.01.1971
Citation:
M. B. Averintsev, “Description of Markovian Random Fields by Gibbsian Conditional Probabilities”, Teor. Veroyatnost. i Primenen., 17:1 (1972), 21–35; Theory Probab. Appl., 17:1 (1973), 20–33
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Abstract page: | 318 | Full-text PDF : | 127 |
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