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Stationary Bootstrap for U-Statistics under Strong Mixing
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Hwang, Eunju | - |
| dc.contributor.author | Shin, Dong Wan | - |
| dc.date.available | 2020-02-28T10:44:34Z | - |
| dc.date.created | 2020-02-06 | - |
| dc.date.issued | 2015-01 | - |
| dc.identifier.issn | 2287-7843 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/10894 | - |
| dc.description.abstract | Validity of the stationary bootstrap of Politis and Romano (1994) is proved for U-statistics under strong mixing. Weak and strong consistencies are established for the stationary bootstrap of U-statistics. The theory is applied to a symmetry test which is a U-statistic regarding a kernel density estimator. The theory enables the bootstrap confidence intervals of the means of the U-statistics. A Monte-Carlo experiment for bootstrap confidence intervals confirms the asymptotic theory. | - |
| dc.language | 영어 | - |
| dc.language.iso | en | - |
| dc.publisher | KOREAN STATISTICAL SOC | - |
| dc.relation.isPartOf | COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS | - |
| dc.title | Stationary Bootstrap for U-Statistics under Strong Mixing | - |
| dc.type | Article | - |
| dc.type.rims | ART | - |
| dc.description.journalClass | 2 | - |
| dc.identifier.wosid | 000409435400010 | - |
| dc.identifier.doi | 10.5351/CSAM.2015.22.1.081 | - |
| dc.identifier.bibliographicCitation | COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS, v.22, no.1, pp.81 - 93 | - |
| dc.identifier.kciid | ART001958772 | - |
| dc.description.isOpenAccess | N | - |
| dc.citation.endPage | 93 | - |
| dc.citation.startPage | 81 | - |
| dc.citation.title | COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS | - |
| dc.citation.volume | 22 | - |
| dc.citation.number | 1 | - |
| dc.contributor.affiliatedAuthor | Hwang, Eunju | - |
| dc.type.docType | Article | - |
| dc.subject.keywordAuthor | Stationary bootstrap | - |
| dc.subject.keywordAuthor | U-statistic | - |
| dc.subject.keywordAuthor | strong mixing | - |
| dc.subject.keywordAuthor | strong consistency | - |
| dc.subject.keywordAuthor | weak consistency | - |
| dc.subject.keywordAuthor | Monte Carlo study | - |
| dc.relation.journalResearchArea | Mathematics | - |
| dc.relation.journalWebOfScienceCategory | Statistics & Probability | - |
| dc.description.journalRegisteredClass | kci | - |
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Related Researcher
- Hwang, Eun Ju
- Social Sciences (Department of Applied Statistics)