Variance estimation of DEE and regression estimator when a first-phase cluster sample is restratified
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Gwansu | - |
dc.contributor.author | Park, Mingue | - |
dc.date.accessioned | 2021-09-03T15:07:15Z | - |
dc.date.available | 2021-09-03T15:07:15Z | - |
dc.date.created | 2021-06-16 | - |
dc.date.issued | 2017 | - |
dc.identifier.issn | 0361-0918 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/86352 | - |
dc.description.abstract | We consider a variance estimation when a stratified single stage cluster sample is selected in the first phase and a stratified simple random element sample is selected in the second phase. We propose explicit formulas of (asymptotically), we propose explicit formulas of (asymptotically) unbiased variance estimators for the double expansion estimator and regression estimator. We perform a small simulation study to investigate the performance of the proposed variance estimators. In our simulation study, the proposed variance estimator showed better or comparable performance to the Jackknife variance estimator. We also extend the results to a two-phase sampling design in which a stratified pps with replacement cluster sample is selected in the first phase. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | TAYLOR & FRANCIS INC | - |
dc.title | Variance estimation of DEE and regression estimator when a first-phase cluster sample is restratified | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Park, Mingue | - |
dc.identifier.doi | 10.1080/03610918.2015.1071390 | - |
dc.identifier.scopusid | 2-s2.0-85006274785 | - |
dc.identifier.wosid | 000400186200034 | - |
dc.identifier.bibliographicCitation | COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, v.46, no.4, pp.3020 - 3033 | - |
dc.relation.isPartOf | COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | - |
dc.citation.title | COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | - |
dc.citation.volume | 46 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 3020 | - |
dc.citation.endPage | 3033 | - |
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 | Double expansion estimator | - |
dc.subject.keywordAuthor | Economic activity status for disabled survey | - |
dc.subject.keywordAuthor | Regression estimator | - |
dc.subject.keywordAuthor | Re-weighted expansion estimator | - |
dc.subject.keywordAuthor | Two-phase sampling | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
145 Anam-ro, Seongbuk-gu, Seoul, 02841, Korea+82-2-3290-2963
COPYRIGHT © 2021 Korea University. All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.