Obtaining population-based estimates for survey data using Bayesian hierarchical models with Poststratification
Zhang Y, Gill T, Bandeen-Roche K, Becher R, Davis-Plourde K, Zang E. Obtaining population-based estimates for survey data using Bayesian hierarchical models with Poststratification. American Journal Of Epidemiology 2025, kwaf209. PMID: 40977048, DOI: 10.1093/aje/kwaf209.Peer-Reviewed Original ResearchNational Health and Aging Trends StudyPopulation-based estimatesEstimates of frailtyBayesian estimationBayesian hierarchical modelPrevalence estimatesSample weightSample sizeBayesian approachLarge-scale surveyHierarchical modelSurvey dataTrends StudyBayesian modelEstimationPoststratificationCohortFrailtyCombined cohortAbsence of care among community-dwelling older adults with dementia and functional limitations
Lin Z, Qian Y, Gill T, Hou X, Allore H, Chen S, Chen X. Absence of care among community-dwelling older adults with dementia and functional limitations. Nature Aging 2025, 5: 548-557. PMID: 40097773, PMCID: PMC12003173, DOI: 10.1038/s43587-025-00836-y.Peer-Reviewed Original ResearchConceptsActivities of daily livingFormal careDaily livingFunctional limitationsInstrumental activitiesInstrumental activities of daily living limitationsActivities of daily living limitationsInstrumental activities of daily livingLongitudinal survey dataCommunity-dwelling older adultsDaily living limitationsRegional development levelAbsence of careCare availabilityCare gapsSurvey dataCare servicesOlder adultsAdequate careEuropean countriesCareVulnerable populationsDevelopment levelInformation supportDementia
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