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PubMed · 12155419

A three-sample multiple-recapture approach to census population estimation with heterogeneous catchability.

J N Derroch·S E Fienberg·G F Glonek·B W Junker
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Abstract

"A central assumption in the standard capture-recapture approach to the estimation of the size of a closed population is the homogeneity of the 'capture' probabilities. In this article we develop an approach that allows for varying susceptibility to capture through individual parameters using a variant of the Rasch model from psychological measurement situations. Our approach requires an additional recapture. In the context of census undercount estimation, this requirement amounts to the use of a second independent sample or alternative data source to be matched with census and Post-Enumeration Survey (PES) data.... We illustrate [our] models and their estimation using data from a 1988 dress-rehearsal study for the 1990 census conducted by the U.S. Bureau of the Census, which explored the use of administrative data as a supplement to the PES. The article includes a discussion of extensions and related models."

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AmericasCensusesData CollectionDemographyDeveloped CountriesModels, TheoreticalNorth AmericaPopulationPopulation CharacteristicsResearchResearch DesignStatistics as TopicUnited StatesCensusCensus MethodsData AdjustmentData SourcesDemographic FactorsError SourcesEstimation TechnicsHeterogeneityMathematical ModelMeasurementNorthern AmericaPopulation StatisticsResearch MethodologyUndercountJournal Article

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J N Derroch, S E Fienberg, G F Glonek, B W Junker. 1993. A three-sample multiple-recapture approach to census population estimation with heterogeneous catchability.. https://pubmed.ncbi.nlm.nih.gov/12155419/

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