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A new multiple imputation method for bounded missing values
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kwon, Tae Yeon | - |
| dc.contributor.author | Park, Yousung | - |
| dc.date.accessioned | 2021-09-04T09:49:52Z | - |
| dc.date.available | 2021-09-04T09:49:52Z | - |
| dc.date.created | 2021-06-18 | - |
| dc.date.issued | 2015-12 | - |
| dc.identifier.issn | 0167-7152 | - |
| dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/91654 | - |
| dc.description.abstract | A proportioned residual draw method is introduced to impute bounded missing values. It is shown that this new regression-based imputation method is least biased and robust for heavy-tailed and skewed error distributions, regardless of number of boundaries and missing mechanisms. (C) 2015 Elsevier B.V. All rights reserved. | - |
| dc.language | English | - |
| dc.language.iso | en | - |
| dc.publisher | ELSEVIER SCIENCE BV | - |
| dc.title | A new multiple imputation method for bounded missing values | - |
| dc.type | Article | - |
| dc.contributor.affiliatedAuthor | Kwon, Tae Yeon | - |
| dc.contributor.affiliatedAuthor | Park, Yousung | - |
| dc.identifier.doi | 10.1016/j.spl.2015.08.028 | - |
| dc.identifier.scopusid | 2-s2.0-84941641562 | - |
| dc.identifier.wosid | 000364607300029 | - |
| dc.identifier.bibliographicCitation | STATISTICS & PROBABILITY LETTERS, v.107, pp.204 - 209 | - |
| dc.relation.isPartOf | STATISTICS & PROBABILITY LETTERS | - |
| dc.citation.title | STATISTICS & PROBABILITY LETTERS | - |
| dc.citation.volume | 107 | - |
| dc.citation.startPage | 204 | - |
| dc.citation.endPage | 209 | - |
| dc.type.rims | ART | - |
| dc.type.docType | Article | - |
| dc.description.journalClass | 1 | - |
| dc.description.journalRegisteredClass | scie | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.relation.journalResearchArea | Mathematics | - |
| dc.relation.journalWebOfScienceCategory | Statistics & Probability | - |
| dc.subject.keywordAuthor | Multiple imputation | - |
| dc.subject.keywordAuthor | Boundary condition | - |
| dc.subject.keywordAuthor | Hot-deck | - |
| dc.subject.keywordAuthor | Proportioned residuals | - |
| dc.subject.keywordAuthor | Boundary information matching | - |
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