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Bibliografie

Journal Article

An efficient estimator for Gibbs random fields

Janžura Martin

: Kybernetika vol.50, 6 (2014), p. 883-895

: GBP402/12/G097, GA ČR

: Gibbs random field, efficient estimator, empirical estimator

: 10.14736/kyb-2014-6-0883

: http://library.utia.cas.cz/separaty/2015/SI/janzura-0441325.pdf

(eng): An efficient estimator for the expectation R f dP is constructed, where P is a Gibbs random field, and f is a local statistic, i. e. a functional depending on a finite number of coordinates. The estimator coincides with the empirical estimator under the conditions stated in Greenwood and Wefelmeyer [6], and covers the known special cases, namely the von Mises statistic for the i.i.d. underlying fields and the case of one-dimensional Markov chains.

: BA

07.01.2019 - 08:39