(A) method for biased estimate of bandwidth in nonparametric regression비모수 회귀에서 Bandwidth 의 편의추정 방법
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | Kim, Byung-Chun | - |
| dc.contributor.advisor | 김병천 | - |
| dc.contributor.author | Lee, Jee-Soo | - |
| dc.contributor.author | 이지수 | - |
| dc.date.accessioned | 2011-12-14T04:57:32Z | - |
| dc.date.available | 2011-12-14T04:57:32Z | - |
| dc.date.issued | 1992 | - |
| dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=59958&flag=dissertation | - |
| dc.identifier.uri | http://hdl.handle.net/10203/42267 | - |
| dc.description | 학위논문(석사) - 한국과학기술원 : 수학과, 1992.2, [ [ii], [31] p. ] | - |
| dc.description.abstract | This paper 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. We show that the bandwidth chosen our method is asymptotically optimal and has small sample variability. In simulation study, we show that our method is very closer to optimum bandwidth than any other method when the underlying regression function is sufficiently smooth. | eng |
| dc.language | eng | - |
| dc.publisher | 한국과학기술원 | - |
| dc.title | (A) method for biased estimate of bandwidth in nonparametric regression | - |
| dc.title.alternative | 비모수 회귀에서 Bandwidth 의 편의추정 방법 | - |
| dc.type | Thesis(Master) | - |
| dc.identifier.CNRN | 59958/325007 | - |
| dc.description.department | 한국과학기술원 : 수학과, | - |
| dc.identifier.uid | 000901412 | - |
| dc.contributor.localauthor | Kim, Byung-Chun | - |
| dc.contributor.localauthor | 김병천 | - |
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