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 cohortIncidence of Frailty, Dementia, and Disability Among Community‐Living Older Americans According to County‐Level Disadvantage
Wang Y, Zang E, Davis‐Plourde K, Vander Wyk B, Gill T, Becher R. Incidence of Frailty, Dementia, and Disability Among Community‐Living Older Americans According to County‐Level Disadvantage. Journal Of The American Geriatrics Society 2025, 73: 1847-1856. PMID: 40196885, PMCID: PMC12213133, DOI: 10.1111/jgs.19465.Peer-Reviewed Original ResearchConceptsNational Health and Aging Trends StudyActivities of daily living disabilityActivities of daily livingIncidence of frailtySocial determinants of healthOlder personsOlder AmericansContextual disadvantageAge- and sex-adjusted HRDisadvantaged countiesDeterminants of healthSex-adjusted HRNationally representative longitudinal studyRepresentative longitudinal studyCommunity-livingDaily livingClinically Meaningful OutcomesTrends StudyGeriatric conditionsNo prior studiesNational incidenceIncidence rateDementiaFrailtyCounty-level
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