VARIANCE ESTIMATION FOR NEAREST NEIGHBOR IMPUTATION FOR US CENSUS LONG FORM DATA

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dc.contributor.authorKim, Jae Kwangko
dc.contributor.authorFuller, Wayne A.ko
dc.contributor.authorBell, William R.ko
dc.date.accessioned2016-09-08T00:52:04Z-
dc.date.available2016-09-08T00:52:04Z-
dc.date.created2016-09-07-
dc.date.created2016-09-07-
dc.date.issued2011-06-
dc.identifier.citationANNALS OF APPLIED STATISTICS, v.5, no.2A, pp.824 - 842-
dc.identifier.issn1932-6157-
dc.identifier.urihttp://hdl.handle.net/10203/212939-
dc.description.abstractVariance estimation for estimators of state, county, and school district quantities derived from the Census 2000 long form are discussed. The variance estimator must account for (1) uncertainty due to imputation, and (2) raking to census population controls. An imputation procedure that imputes more than one value for each missing item using donors that are neighbors is described and the procedure using two nearest neighbors is applied to the Census long form. The Kim and Fuller [Biometrika 91 (2004) 559-578] method for variance estimation under fractional hot deck imputation is adapted for application to the long form data. Numerical results from the 2000 long form data are presented-
dc.languageEnglish-
dc.publisherINST MATHEMATICAL STATISTICS-
dc.subjectHOT DECK IMPUTATION-
dc.titleVARIANCE ESTIMATION FOR NEAREST NEIGHBOR IMPUTATION FOR US CENSUS LONG FORM DATA-
dc.typeArticle-
dc.identifier.wosid000295453300011-
dc.identifier.scopusid2-s2.0-84873333640-
dc.type.rimsART-
dc.citation.volume5-
dc.citation.issue2A-
dc.citation.beginningpage824-
dc.citation.endingpage842-
dc.citation.publicationnameANNALS OF APPLIED STATISTICS-
dc.identifier.doi10.1214/10-AOAS419-
dc.contributor.localauthorKim, Jae Kwang-
dc.contributor.nonIdAuthorFuller, Wayne A.-
dc.contributor.nonIdAuthorBell, William R.-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorFractional imputation-
dc.subject.keywordAuthorhot deck imputation-
dc.subject.keywordAuthornonresponse-
dc.subject.keywordAuthorreplication variance estimation-
dc.subject.keywordPlusHOT DECK IMPUTATION-
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