DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Jae Kwang | ko |
dc.contributor.author | Brick, JM | ko |
dc.contributor.author | Fuller, WA | ko |
dc.contributor.author | Kalton, G | ko |
dc.date.accessioned | 2016-09-08T00:53:43Z | - |
dc.date.available | 2016-09-08T00:53:43Z | - |
dc.date.created | 2016-09-07 | - |
dc.date.created | 2016-09-07 | - |
dc.date.issued | 2006 | - |
dc.identifier.citation | JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, v.68, pp.509 - 521 | - |
dc.identifier.issn | 1369-7412 | - |
dc.identifier.uri | http://hdl.handle.net/10203/212954 | - |
dc.description.abstract | Multiple imputation is a method of estimating the variances of estimators that are constructed with some imputed data. We give an expression for the bias of the multiple-imputation variance estimator for data that are collected with a complex sample design. The bias may be sizable for certain estimators, such as domain means, when a large fraction of the values are imputed. A bias-adjusted variance estimator is suggested | - |
dc.language | English | - |
dc.publisher | BLACKWELL PUBLISHING | - |
dc.subject | HOT DECK IMPUTATION | - |
dc.subject | NONRESPONSE | - |
dc.subject | REGRESSION | - |
dc.title | On the bias of the multiple-imputation variance estimator in survey sampling | - |
dc.type | Article | - |
dc.identifier.wosid | 000237597200009 | - |
dc.identifier.scopusid | 2-s2.0-33646696129 | - |
dc.type.rims | ART | - |
dc.citation.volume | 68 | - |
dc.citation.beginningpage | 509 | - |
dc.citation.endingpage | 521 | - |
dc.citation.publicationname | JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY | - |
dc.identifier.doi | 10.1111/j.1467-9868.2006.00546.x | - |
dc.contributor.localauthor | Kim, Jae Kwang | - |
dc.contributor.nonIdAuthor | Brick, JM | - |
dc.contributor.nonIdAuthor | Fuller, WA | - |
dc.contributor.nonIdAuthor | Kalton, G | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | missing data | - |
dc.subject.keywordAuthor | non-response | - |
dc.subject.keywordAuthor | survey sampling | - |
dc.subject.keywordPlus | HOT DECK IMPUTATION | - |
dc.subject.keywordPlus | NONRESPONSE | - |
dc.subject.keywordPlus | REGRESSION | - |
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