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Generalized Probabilistic Bisection for Stochastic Root-Finding
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Rodriguez Hernandez, Sergio. |
| 단체저자명 | University of California, Santa Barbara. Statistics and Applied Probability. |
| 서명/저자사항 | Generalized Probabilistic Bisection for Stochastic Root-Finding. |
| 발행사항 | [S.l.] : University of California, Santa Barbara., 2018 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2018 |
| 형태사항 | 113 p. |
| 소장본 주기 | School code: 0035. |
| ISBN | 9780438417274 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 80-02(E), Section: B.
Adviser: Michael Ludkovski. |
| 요약 | This thesis studies the stochastic root-finding problem, which consists of estimating the point x* that solves the equation h(x*) = 0, where the function h : (0,1) &rarr |
| 요약 | In the first part of this thesis, we state the Generalized PBA (G-PBA), where the above assumption is relaxed to the case where the sampling distribution of the oracle is unknown and location-dependent. Namely, as in standard PBA, we rely on a k |
| 요약 | In the second part of this thesis, we propose to leverage the spatial structure of a typical oracle by constructing a non-parametric statistical surrogate for p(&dot |
| 요약 | In the last part of this thesis, we present extensive numerical experiments in order to evaluate our sampling strategies (information-based or randomized). In particular we demonstrate the efficiency of randomized quantile sampling for balancing |
| 일반주제명 | Statistics. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International80-02B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T14999390 |
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인쇄
| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00028003 | 310 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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