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How to exploit external model of data for parameter estimation?
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SYSNO ASEP 0030536 Document Type J - Journal Article R&D Document Type Journal Article Subsidiary J Ostatní články Title How to exploit external model of data for parameter estimation? Title Jak využít vnější model dat pro odhadování parametrů? Author(s) Kárný, Miroslav (UTIA-B) RID, ORCID
Andrýsek, Josef (UTIA-B)
Bodini, A. (IT)
Guy, Tatiana Valentine (UTIA-B) RID, ORCID
Kracík, Jan (UTIA-B)
Ruggeri, F. (IT)Source Title International Journal of Adaptive Control and Signal Processing. - : Wiley - ISSN 0890-6327
Roč. 20, č. 1 (2006), s. 41-50Number of pages 10 s. Language eng - English Country GB - United Kingdom Keywords Bayseian estimation ; decision making ; fully probabilistic design ; Kullback-Leibler divergence Subject RIV BB - Applied Statistics, Operational Research R&D Projects 1ET100750401 GA AV ČR - Academy of Sciences of the Czech Republic (AV ČR) 1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) GP102/03/P010 GA ČR - Czech Science Foundation (CSF) 1ET100750404 GA AV ČR - Academy of Sciences of the Czech Republic (AV ČR) CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation A cooperation in multiple-participant decision making relies on an exchange of individual knowledge pieces and aims. A general methodology of treir rational exploitation is proposed for an important particular case, when a participant performing Bayesian parameter estimation, is offered a model relating the observable data to their past history. The proposed solution is based on so called fully probabilistic design of DM strategies. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2007
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