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다항 로짓 회귀모형에서의 그룹화 전략을 이용한 적합도 검정 방법 비교
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 송미경 | - |
dc.contributor.author | 정인경 | - |
dc.date.accessioned | 2014-12-18T09:44:48Z | - |
dc.date.available | 2014-12-18T09:44:48Z | - |
dc.date.issued | 2013 | - |
dc.identifier.issn | 1225-066X | - |
dc.identifier.uri | https://ir.ymlib.yonsei.ac.kr/handle/22282913/88749 | - |
dc.description.abstract | Several goodness-of-fit test statistics have been proposed for a multinomial logit regression model; however, the properties of the proposed tests were not adequately studied. This paper evaluates three different goodness-of-fit tests using grouping strategies, proposed by Fagerland et al. (2008), Bull (1994), and Pigeon and Heyse (1999). In addition, Pearson (1900)’s method is also examined as a reference. Simulation studies were conducted to evaluate the four methods in terms of null distribution and power. A real data example is presented to illustrate the methods. | - |
dc.description.statementOfResponsibility | open | - |
dc.relation.isPartOf | Korean Journal of Applied Statistics (응용통계연구) | - |
dc.rights | CC BY-NC-ND 2.0 KR | - |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/2.0/kr/ | - |
dc.title | 다항 로짓 회귀모형에서의 그룹화 전략을 이용한 적합도 검정 방법 비교 | - |
dc.title.alternative | Comparison of Goodness-of-Fit Tests using Grouping Strategies for Multinomial Logit Regression Model | - |
dc.type | Article | - |
dc.contributor.college | College of Medicine (의과대학) | - |
dc.contributor.department | Yonsei Biomedical Research Center (연세의생명연구원) | - |
dc.contributor.googleauthor | 송미경 | - |
dc.contributor.googleauthor | 정인경 | - |
dc.identifier.doi | 10.5351/KJAS.2013.26.6.889 | - |
dc.admin.author | false | - |
dc.admin.mapping | false | - |
dc.contributor.localId | A02020 | - |
dc.contributor.localId | A03693 | - |
dc.relation.journalcode | J01964 | - |
dc.identifier.pmid | Multinomial logit regression ; goodness-of-fit test ; grouping strategy ; null distribution | - |
dc.subject.keyword | Multinomial logit regression | - |
dc.subject.keyword | goodness-of-fit test | - |
dc.subject.keyword | grouping strategy | - |
dc.subject.keyword | null distribution | - |
dc.contributor.alternativeName | Song, Mi Kyung | - |
dc.contributor.alternativeName | Jung, In Kyung | - |
dc.contributor.affiliatedAuthor | Song, Mi Kyung | - |
dc.contributor.affiliatedAuthor | Jung, In Kyung | - |
dc.rights.accessRights | free | - |
dc.citation.volume | 26 | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 889 | - |
dc.citation.endPage | 902 | - |
dc.identifier.bibliographicCitation | Korean Journal of Applied Statistics (응용통계연구), Vol.26(6) : 889-902, 2013 | - |
dc.identifier.rimsid | 33590 | - |
dc.type.rims | ART | - |
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