Joint hierarchical exchangeability on directed acyclic graphs비순환 유향그래프에서의 위계적 결합교환 가능성
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | Jung, Paul | - |
| dc.contributor.advisor | 폴정 | - |
| dc.contributor.author | Lee, Jiho | - |
| dc.date.accessioned | 2021-05-12T19:43:54Z | - |
| dc.date.available | 2021-05-12T19:43:54Z | - |
| dc.date.issued | 2020 | - |
| dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=924359&flag=dissertation | en_US |
| dc.identifier.uri | http://hdl.handle.net/10203/284358 | - |
| dc.description | 학위논문(박사) - 한국과학기술원 : 수리과학과, 2020.8,[iii, 34 p. :] | - |
| dc.description.abstract | We extend hierarchical exchangeability on directed acyclic graphs to joint exchangeability, and prove a de Finetti-type representation theorem using independent uniform random variables. Contrary to the past results that rely on Hoover's result which is based on symbolic logic and nonstandard analysis, we obtain an independent probabilistic proof using conditional independence between associated random variables. | - |
| dc.language | eng | - |
| dc.publisher | 한국과학기술원 | - |
| dc.subject | joint exchangeability▼ahierarchical exchangeability▼aDAG exchangeability▼aAldous-Hoover theorem▼ade Finetti theorem | - |
| dc.subject | 결합교환 가능성▼a위계적 교환 가능성▼a비순환 유향그래프 교환가능성▼a알더스-후버 정리▼a드 피네티 정리 | - |
| dc.title | Joint hierarchical exchangeability on directed acyclic graphs | - |
| dc.title.alternative | 비순환 유향그래프에서의 위계적 결합교환 가능성 | - |
| dc.type | Thesis(Ph.D) | - |
| dc.identifier.CNRN | 325007 | - |
| dc.description.department | 한국과학기술원 :수리과학과, | - |
| dc.contributor.alternativeauthor | 이지호 | - |
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