On the Krawtchouk expansion for estimating counting data
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 하형태 | - |
dc.date.available | 2020-02-27T06:41:36Z | - |
dc.date.created | 2020-02-12 | - |
dc.date.issued | 2019 | - |
dc.identifier.issn | 1598-9402 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/2494 | - |
dc.description.abstract | We propose Krawtchouk expansion estimates for modeling count data. The proposed estimate is based on series expansions of discrete Krawtchouk orthogonal polynomials around a binomial distribution. The parameters of the proposed expansion can be estimated via the method of moments or the maximum likelihood method. The proposed expansion is flexible to model under-, equi- and over dispersed data. The classical Weldon's data was revisited to show the flexibility and accuracy of the proposed expansion. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | 한국데이터정보과학회 | - |
dc.relation.isPartOf | 한국데이터정보과학회지 | - |
dc.title | On the Krawtchouk expansion for estimating counting data | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 2 | - |
dc.identifier.bibliographicCitation | 한국데이터정보과학회지, v.30, no.3, pp.693 - 702 | - |
dc.identifier.kciid | ART002471086 | - |
dc.citation.endPage | 702 | - |
dc.citation.startPage | 693 | - |
dc.citation.title | 한국데이터정보과학회지 | - |
dc.citation.volume | 30 | - |
dc.citation.number | 3 | - |
dc.contributor.affiliatedAuthor | 하형태 | - |
dc.subject.keywordAuthor | binomial distribution | - |
dc.subject.keywordAuthor | counting data | - |
dc.subject.keywordAuthor | dispersion | - |
dc.subject.keywordAuthor | Krawtchouk polynomials | - |
dc.subject.keywordAuthor | Weldon&apos | - |
dc.subject.keywordAuthor | s data | - |
dc.description.journalRegisteredClass | kci | - |
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