Please use this identifier to cite or link to this item: https://doi.org/10.1007/s00184-021-00811-8
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dc.titleChecking for model failure and for prior-data conflict with the constrained multinomial model
dc.contributor.authorEnglert, Berthold-Georg
dc.contributor.authorEvans, Michael
dc.contributor.authorJang, Gun Ho
dc.contributor.authorNg, Hui Khoon
dc.contributor.authorNott, David
dc.contributor.authorSeah, Yi-Lin
dc.date.accessioned2022-10-12T08:14:37Z
dc.date.available2022-10-12T08:14:37Z
dc.date.issued2021-03-03
dc.identifier.citationEnglert, Berthold-Georg, Evans, Michael, Jang, Gun Ho, Ng, Hui Khoon, Nott, David, Seah, Yi-Lin (2021-03-03). Checking for model failure and for prior-data conflict with the constrained multinomial model. Metrika 84 (8) : 1141-1168. ScholarBank@NUS Repository. https://doi.org/10.1007/s00184-021-00811-8
dc.identifier.issn0026-1335
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/232582
dc.description.abstractMultinomial models can be difficult to use when constraints are placed on the probabilities. An exact model checking procedure for such models is developed based on a uniform prior on the full multinomial model. For inference, a nonuniform prior can be used and a consistency theorem is proved concerning a check for prior-data conflict with the chosen prior. Applications are presented and a new elicitation methodology is developed for multinomial models with ordered probabilities. © 2021, The Author(s).
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceScopus OA2021
dc.subjectChecking for prior-data conflict
dc.subjectElicitation
dc.subjectHardy–Weinberg equilibrium
dc.subjectModel checking
dc.subjectOrdered probabilities
dc.subjectQuantum state estimation
dc.typeArticle
dc.contributor.departmentYALE-NUS COLLEGE
dc.description.doi10.1007/s00184-021-00811-8
dc.description.sourcetitleMetrika
dc.description.volume84
dc.description.issue8
dc.description.page1141-1168
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