Relative uncertainty-based Bayesian interlaboratory consensus building

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dc.authoridTutmez, Bulent/0000-0002-2618-3285
dc.contributor.authorTutmez, Bulent
dc.date.accessioned2024-08-04T20:53:23Z
dc.date.available2024-08-04T20:53:23Z
dc.date.issued2023
dc.departmentİnönü Üniversitesien_US
dc.description.abstractAn interlaboratory comparison is typically conducted among the laboratories for the purpose of providing quality assurance and control. To solve the interlaboratory agreement problem, a distinct type of metrological challenge, a new uncertainty-based Bayesian strategy was developed and tested among environmental laboratories. A holistic algorithm with the key phases of sampling, outlier analysis, recognition, and simulation-based structure identification was developed and is being addressed in place of conventional indices and plots. Computer simulations showed that the proposed hybrid approach has no discernible sensitivity to outliers and that the agreement structure is transparent and robust. Some meta-data is also generated by the analysis based on relative uncertainty. To measure the perfor-mance and capability of Bayesian consensus building algorithm, the uncertainty intervals were established and com-parative evaluations have been carried out using the conventional techniques. As a result, the suggested algorithm can explore both the laboratory performances (harmony) and the conformity between two independent samples. The algorithmic procedure features a generalizable framework that may be adapted in other fields to obtain a consen-sus among the laboratories.en_US
dc.identifier.doi10.1016/j.scitotenv.2023.161977
dc.identifier.issn0048-9697
dc.identifier.issn1879-1026
dc.identifier.pmid36736391en_US
dc.identifier.scopus2-s2.0-85147193002en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.scitotenv.2023.161977
dc.identifier.urihttps://hdl.handle.net/11616/101143
dc.identifier.volume870en_US
dc.identifier.wosWOS:000933078200001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofScience of The Total Environmenten_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectInterlaboratory consensusen_US
dc.subjectEnvironmental samplingen_US
dc.subjectMeasurement uncertaintyen_US
dc.subjectBayesian inferenceen_US
dc.titleRelative uncertainty-based Bayesian interlaboratory consensus buildingen_US
dc.typeArticleen_US

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