Combining survey data with other data sources
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Publication:1702510
DOI10.1214/16-STS584zbMath1381.62026MaRDI QIDQ1702510
Sharon L. Lohr, Trivellore E. Raghunathan
Publication date: 28 February 2018
Published in: Statistical Science (Search for Journal in Brave)
Full work available at URL: https://projecteuclid.org/euclid.ss/1494489817
imputationsmall area estimationhierarchical modelsrecord linkagemultiple frame surveyprobability sample
Related Items (12)
Combining multiple imperfect data sources for small area estimation: a Bayesian model of provincial fertility rates in Cambodia ⋮ Statistical data integration in survey sampling: a review ⋮ General purpose multiply robust data integration procedures for handling nonprobability samples ⋮ Multi‐source Statistics: Basic Situations and Methods ⋮ Data Integration by Combining Big Data and Survey Sample Data for Finite Population Inference ⋮ MLE with datasets from populations having shared parameters ⋮ Developments in Survey Research over the Past 60 Years: A Personal Perspective ⋮ Combining Data from New and Traditional Sources in Population Surveys ⋮ Distributed Empirical Likelihood Approach to Integrating Unbalanced Datasets ⋮ On the identification of joint distributions using marginals and aggregates ⋮ A GMM approach in coupling internal data and external summary information with heterogeneous data populations ⋮ On making valid inferences by integrating data from surveys and other sources
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