DC Field | Value | Language |
---|---|---|
dc.contributor.author | Oh, Jong-Chul | ko |
dc.contributor.author | Kim, Byung-Chun | ko |
dc.contributor.author | Lee, Jee-Soo | ko |
dc.contributor.author | Park, B. U | ko |
dc.date.accessioned | 2013-03-02T13:07:42Z | - |
dc.date.available | 2013-03-02T13:07:42Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 1995-12 | - |
dc.identifier.citation | JOURNAL OF THE JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS, v.8, no.1, pp.57 - 68 | - |
dc.identifier.issn | 0915-2350 | - |
dc.identifier.uri | http://hdl.handle.net/10203/73656 | - |
dc.description.abstract | This article is concerned with the problem of choosing a bandwidth for nonparametric regression. We consider a method based on an biased estimate of mean average squared error. It is seen that the bandwidth chosen by biased cross-validation method, is asymptotically optimal and has small sample variability. In a simulation study, we show that this bandwidth is closer to optimum bandwidth than other bandwidths when the underlying regression function is sufficiently smooth. | - |
dc.language | English | - |
dc.publisher | Japanese Society of Computational Statistics | - |
dc.title | BIASED CROSS-VALIDATION IN A KERNEL REGRESSION ESTIMATION | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.citation.volume | 8 | - |
dc.citation.issue | 1 | - |
dc.citation.beginningpage | 57 | - |
dc.citation.endingpage | 68 | - |
dc.citation.publicationname | JOURNAL OF THE JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS | - |
dc.contributor.localauthor | Kim, Byung-Chun | - |
dc.contributor.nonIdAuthor | Oh, Jong-Chul | - |
dc.contributor.nonIdAuthor | Lee, Jee-Soo | - |
dc.contributor.nonIdAuthor | Park, B. U | - |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.