DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Kim, Sung-Ho | - |
dc.contributor.advisor | 김성호 | - |
dc.contributor.author | Kim, Kyung-In | - |
dc.contributor.author | 김경인 | - |
dc.date.accessioned | 2011-12-14T04:54:38Z | - |
dc.date.available | 2011-12-14T04:54:38Z | - |
dc.date.issued | 2003 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=230866&flag=dissertation | - |
dc.identifier.uri | http://hdl.handle.net/10203/42076 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 응용수학전공, 2003.8, [ v, 41 p. ] | - |
dc.description.abstract | We address an issue of model-searching based on a collection of marginal models under an assumption that the model is graphically decomposable. A main theme which is instrumental throughout the thesis is that decomposability is preserved between a model and its submodel and that a particular type of separators in the graph of model is found in a decomposable graphical model and in a collection of its submodels. These separators, which are called minimal connector sin the thesis, are a guideline for model combination. A theory for the guideline is laid out to the effect that we may use the minimal connectors for drawing a blueprint based on which a combined model is formed. This theoretic result is then carried over to a more larger set of hierarchical log-linear models by applying the concept of interaction graph. The result of thethesis is applied to real data for building a hierarchical log-linear model that can not be handled as a single model. | eng |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | conditional log-linear model | - |
dc.subject | 결합모형 | - |
dc.subject | 조건부 선형로그모형 | - |
dc.subject | 위계적 선형로그모형 | - |
dc.subject | 그래프모형 | - |
dc.subject | combined model structure | - |
dc.subject | hierarchical log-linear model | - |
dc.subject | graphical model | - |
dc.title | Building a large hierarchical log-linear model by applying a graphical model method | - |
dc.title.alternative | 그래프모형방법을 이용한 거대 위계적 선형로그모형 개발 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 230866/325007 | - |
dc.description.department | 한국과학기술원 : 응용수학전공, | - |
dc.identifier.uid | 020013046 | - |
dc.contributor.localauthor | Kim, Sung-Ho | - |
dc.contributor.localauthor | 김성호 | - |
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