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Observation Value Analysis – Integral Part of Bayesian Diagnostics

Abstrakt

The decision making process, in general, is understood as a process of selecting one of the available solutions to the problem. One of possible approaches supporting the process is Bayesian statistical decision theory providing a mathematical model to make decisions of a technical nature in conditions of uncertainty. Regarding above, a detailed subject of the research is to analyze the value of the observation, which is a part of preposterior analysis. For the presented network, the main objective was to determine, conducting of which of three tests is the most valuable from the perspective of determining possible need or possibility to omission expensive technical expertise. The basis of verification, which test is the most valuable, is therefore the comparison of expected value of sample information (EVSI) for each of the three tests.

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Informacje szczegółowe

Kategoria:
Aktywność konferencyjna
Typ:
materiały konferencyjne indeksowane w Web of Science
Opublikowano w:
Procedia Engineering nr 123, strony 24 - 31,
ISSN: 1877-7058
Tytuł wydania:
Creative Construction Conference 2015, Selected Papers strony 24 - 31
Język:
angielski
Rok wydania:
2015
Opis bibliograficzny:
Apollo M., Kembłowski M..: Observation Value Analysis – Integral Part of Bayesian Diagnostics, W: Creative Construction Conference 2015, Selected Papers, 2015, ,.
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1016/j.proeng.2015.10.053
Weryfikacja:
Politechnika Gdańska

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