Parallel Coordinate Plots of Mixed-Type Data
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 곽엽일 | - |
dc.contributor.author | 허명회 | - |
dc.date.accessioned | 2021-09-09T14:34:09Z | - |
dc.date.available | 2021-09-09T14:34:09Z | - |
dc.date.created | 2021-06-17 | - |
dc.date.issued | 2008 | - |
dc.identifier.issn | 2287-7843 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/124956 | - |
dc.description.abstract | Parallel coordinate plot of Inselberg (1985) is useful for visualizing dozens of variables, but so far the plot's applicability is limited to the variables of numerical type. The aim of this study is to extend the parallel coordinate plot so that it can accommodate both numerical and categorical variables. We combine Hayashi's (1950, 1952) quantification method of categorical variables and Hurley's (2004) endlink algorithm of ordering variables for the parallel coordinate plot. In line with our former study (Kwak and Huh, 2008), we develop Andrews' type modification of conventional straight-lines parallel coordinate plot to visualize the mixed-type data. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | 한국통계학회 | - |
dc.title | Parallel Coordinate Plots of Mixed-Type Data | - |
dc.title.alternative | Parallel Coordinate Plots of Mixed-Type Data | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | 허명회 | - |
dc.identifier.bibliographicCitation | Communications for Statistical Applications and Methods, v.15, no.4, pp.587 - 595 | - |
dc.relation.isPartOf | Communications for Statistical Applications and Methods | - |
dc.citation.title | Communications for Statistical Applications and Methods | - |
dc.citation.volume | 15 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 587 | - |
dc.citation.endPage | 595 | - |
dc.type.rims | ART | - |
dc.identifier.kciid | ART001267884 | - |
dc.description.journalClass | 2 | - |
dc.description.journalRegisteredClass | kci | - |
dc.subject.keywordAuthor | Statistical graphics | - |
dc.subject.keywordAuthor | parallel coordinate plot | - |
dc.subject.keywordAuthor | Andrews&apos | - |
dc.subject.keywordAuthor | plot | - |
dc.subject.keywordAuthor | mixed-type data | - |
dc.subject.keywordAuthor | endlink algorithm | - |
dc.subject.keywordAuthor | Hayashi&apos | - |
dc.subject.keywordAuthor | s quantification methods. | - |
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