Power comparison of distribution-free two sample goodness-of-fit tests
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Seon Bin | - |
dc.contributor.author | Lee, Jae Won | - |
dc.date.accessioned | 2021-09-03T03:42:26Z | - |
dc.date.available | 2021-09-03T03:42:26Z | - |
dc.date.created | 2021-06-16 | - |
dc.date.issued | 2017-08 | - |
dc.identifier.issn | 1225-066X | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/82769 | - |
dc.description.abstract | Statistics are often used to test two samples if they have been drawn from the same underlying distribution. In this paper, we introduce several well-known distribution-free tests to compare distributions and conduct an extensive Monte-Carlo simulation to specify their behaviors. We consider various circumstances of when two distributions vary in (1) location, (2) scale, (3) symmetry, (4) kurtosis, (5) tail weight. A practical guideline for two-sample goodness-of-fit test is presented based on the simulation result. | - |
dc.language | Korean | - |
dc.language.iso | ko | - |
dc.publisher | KOREAN STATISTICAL SOC | - |
dc.subject | KOLMOGOROV-SMIRNOV | - |
dc.subject | 2-SAMPLE | - |
dc.title | Power comparison of distribution-free two sample goodness-of-fit tests | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lee, Jae Won | - |
dc.identifier.doi | 10.5351/KJAS.2017.30.4.513 | - |
dc.identifier.wosid | 000424586800002 | - |
dc.identifier.bibliographicCitation | KOREAN JOURNAL OF APPLIED STATISTICS, v.30, no.4, pp.513 - 528 | - |
dc.relation.isPartOf | KOREAN JOURNAL OF APPLIED STATISTICS | - |
dc.citation.title | KOREAN JOURNAL OF APPLIED STATISTICS | - |
dc.citation.volume | 30 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 513 | - |
dc.citation.endPage | 528 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 2 | - |
dc.description.journalRegisteredClass | kci | - |
dc.relation.journalResearchArea | Mathematics | - |
dc.relation.journalWebOfScienceCategory | Statistics & Probability | - |
dc.subject.keywordPlus | KOLMOGOROV-SMIRNOV | - |
dc.subject.keywordPlus | 2-SAMPLE | - |
dc.subject.keywordAuthor | Kolmogorov-Smirnov test | - |
dc.subject.keywordAuthor | Cramer-von-Mises test | - |
dc.subject.keywordAuthor | Anderson-Darling test | - |
dc.subject.keywordAuthor | Epps-Singleton test | - |
dc.subject.keywordAuthor | Mann-Whitney U test | - |
dc.subject.keywordAuthor | goodness-of-fit test | - |
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