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Realistic Predictive Risk: The Role of Penalty and Covariate Diffusion in Model Selection
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Jiang, Jieyi. |
| 단체저자명 | The Ohio State University. Statistics. |
| 서명/저자사항 | Realistic Predictive Risk: The Role of Penalty and Covariate Diffusion in Model Selection. |
| 발행사항 | [S.l.] : The Ohio State University., 2017 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2017 |
| 형태사항 | 176 p. |
| 소장본 주기 | School code: 0168. |
| ISBN | 9780438098428 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Advisers: Steven MacEachern |
| 요약 | One important goal of model selection is the minimization of predictive risk. First, fold-wise cross-validation aims at estimating the predictive risk and identifying the structure of the linear model. However, it leads to inconsistent model sel |
| 요약 | The second part of this dissertation discusses the change in predictive risk due to diffused covariates. Typical derivations for model selection criteria assume that the distributions of covariates in the training set and future-prediction set a |
| 일반주제명 | Statistics. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International79-12B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T15000314 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00025006 | 310 | 가야대학교// | 대출가능 |
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