0441325 20240903170631.820150224235959.9 000348961900003 84920575094 10.14736/kyb-2014-6-0883 15 s. P cav_un_epca*02971630023-5954506 (2014)883-895Ústav teorie informace a automatizace AV ČR, v. v. i. Gibbs random field efficient estimator empirical estimator cav_un_auth*0101114 Janžura Martin Stochastická informatika Department of Stochastic Informatics SI SI UTIA-B Department of Stochastic Informatics 100 Ústav teorie informace a automatizace AV ČR, v. v. i. http://library.utia.cas.cz/separaty/2015/SI/janzura-0441325.pdf GBP402/12/G097 GA ČR CZ cav_un_auth*0281000 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. 2015 BA 1 RVO:67985556 http://hdl.handle.net/11104/0244680 S COMPUTERSCIENCECYBERNETICS 0.339 0.369 Q2 42.435 14.583 Q3 Q3 2014 84920575094 SCOPUS 000348961900003 WOS cav_un_epca*0297163 Kybernetika 0023-5954 Roč. 50 č. 6 2014 883 895 Ústav teorie informace a automatizace AV ČR, v. v. i.