(An) algorithm for log-linear modeling by using marginal models주변 모델을 이용한 로그-선형 모델링 알고리즘

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dc.contributor.advisorKim, Sung-Ho-
dc.contributor.advisor김성호-
dc.contributor.authorLee, Sang-Jin-
dc.contributor.author이상진-
dc.date.accessioned2011-12-14T04:40:34Z-
dc.date.available2011-12-14T04:40:34Z-
dc.date.issued2009-
dc.identifier.urihttp://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=327741&flag=dissertation-
dc.identifier.urihttp://hdl.handle.net/10203/41921-
dc.description학위논문(박사) - 한국과학기술원 : 수리과학과, 2009. 8., [ vi, 40 p. ]-
dc.description.abstractWe address an issue of graphical modeling based on a collection of marginal models under an assumption that the model is graphically decomposable. In this paper, we build up an algorithm for combining marginal models. A main idea of the algorithm is that the relation between variables of marginal models, separation property, has to be preserved in the combined model structure. A separator, which is called prime separator in the paper, leads to a good method for model combination and the algorithm uses the prime separators to make out a result. This combining algorithm enables us to develop larger graphical models that cannot be handled as a single model. The algorithm is applied to six marginal models involving 40 variables and the goodness-of-fit test methods are introduced for measuring between the true model and the result model.eng
dc.languageeng-
dc.publisher한국과학기술원-
dc.subject결합모델-
dc.subject분리가능 그래프-
dc.subject주요 분리자-
dc.subject주변 모델-
dc.subjectcombined model structure-
dc.subjectdecomposable graph-
dc.subjectprime separator-
dc.subjectmarginal model-
dc.subject결합모델-
dc.subject분리가능 그래프-
dc.subject주요 분리자-
dc.subject주변 모델-
dc.subjectcombined model structure-
dc.subjectdecomposable graph-
dc.subjectprime separator-
dc.subjectmarginal model-
dc.title(An) algorithm for log-linear modeling by using marginal models-
dc.title.alternative주변 모델을 이용한 로그-선형 모델링 알고리즘-
dc.typeThesis(Ph.D)-
dc.identifier.CNRN327741/325007 -
dc.description.department한국과학기술원 : 수리과학과, -
dc.identifier.uid020035218-
dc.contributor.localauthorKim, Sung-Ho-
dc.contributor.localauthor김성호-
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