DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Jae Kwang | ko |
dc.contributor.author | Kim, Jay J. | ko |
dc.date.accessioned | 2016-09-08T00:53:13Z | - |
dc.date.available | 2016-09-08T00:53:13Z | - |
dc.date.created | 2016-09-07 | - |
dc.date.created | 2016-09-07 | - |
dc.date.issued | 2007-12 | - |
dc.identifier.citation | CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, v.35, no.4, pp.501 - 514 | - |
dc.identifier.issn | 0319-5724 | - |
dc.identifier.uri | http://hdl.handle.net/10203/212949 | - |
dc.description.abstract | To reduce nonresponse bias in sample surveys, a method of nonresponse weighting adjustment is often used which consists of multiplying the sampling weight of the respondent by the inverse of the estimated response probability. The authors examine the asymptotic properties of this estimator. They prove that it is generally more efficient than an estimator which uses the true response probability, provided that the parameters which govern this probability are estimated by maximum likelihood. The authors discuss variance estimation methods that account for the effect of using the estimated response probability; they compare their performances in a small simulation study. They also discuss extensions to the regression estimator | - |
dc.language | English | - |
dc.publisher | CANADIAN JOURNAL STATISTICS | - |
dc.subject | MODEL | - |
dc.subject | IMPUTATION | - |
dc.title | Nonresponse weighting adjustment using estimated response probability | - |
dc.type | Article | - |
dc.identifier.wosid | 000253024800003 | - |
dc.identifier.scopusid | 2-s2.0-40549127811 | - |
dc.type.rims | ART | - |
dc.citation.volume | 35 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 501 | - |
dc.citation.endingpage | 514 | - |
dc.citation.publicationname | CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE | - |
dc.contributor.localauthor | Kim, Jae Kwang | - |
dc.contributor.nonIdAuthor | Kim, Jay J. | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | nonresponse | - |
dc.subject.keywordAuthor | propensity score | - |
dc.subject.keywordAuthor | regression estimator | - |
dc.subject.keywordAuthor | survey sampling | - |
dc.subject.keywordAuthor | unit nonresponse | - |
dc.subject.keywordAuthor | variance estimation | - |
dc.subject.keywordPlus | MODEL | - |
dc.subject.keywordPlus | IMPUTATION | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.