狄里克雷過程和中國餐廳程序

完整後設資料紀錄

DC 欄位	值	語言
dc.contributor.author	鄭學鴻	en_US
dc.contributor.author	Jheng, Shue-Hong	en_US
dc.contributor.author	洪慧念	en_US
dc.contributor.author	Hung, Hui-Nien	en_US
dc.date.accessioned	2014-12-12T01:57:59Z	-
dc.date.available	2014-12-12T01:57:59Z	-
dc.date.issued	2011	en_US
dc.identifier.uri	http://140.113.39.130/cdrfb3/record/nctu/#GT079926507	en_US
dc.identifier.uri	http://hdl.handle.net/11536/49918	-
dc.description.abstract	在貝氏無母數統計學的領域中狄里克雷過程(DP)扮演非常重要的角色。狄里克雷過程(DP)是一群分布函數的集合。我們將討論一些和狄里克雷過程(DP)有關的定理和性質及一些建立在決策論(decision theory)上對於由狄里克雷過程(DP)抽出樣本的估計量。中國餐廳程序(CRP)也是一個隨機過程。由中國餐廳程序抽出的樣本是正整數的一個分割。我們使用不同的觀點去描述中國餐廳程序(CRP)。此外我們將討論狄里克雷過程(DP)和中國餐廳程序(CRP)之間的關係。	zh_TW
dc.description.abstract	Dirichlet process (DP) plays an important role in Bayesian nonparametric statistics. Dirichlet process (DP) is a class of distributions. We discuss some theorems and related properties of DP. And we discuss estimations of a sample from DP base on decision theory. Chinese restaurant process (CRP) is also a stochastic process. The sample of CRP is a partition of positive integers. We use different viewpoints to describe Chinese restaurant process (CRP). Besides, we discuss the relationship of Dirichlet process (DP) and Chinese restaurant process (CRP).	en_US
dc.language.iso	en_US	en_US
dc.subject	隨機過程	zh_TW
dc.subject	狄里克雷過程	zh_TW
dc.subject	中國餐廳程序	zh_TW
dc.subject	Stochastic process	en_US
dc.subject	Dirichlet process	en_US
dc.subject	Chinese restaurant process	en_US
dc.title	狄里克雷過程和中國餐廳程序	zh_TW
dc.title	Dirichlet Process and Chinese Restaurant Process	en_US
dc.type	Thesis	en_US
dc.contributor.department	統計學研究所	zh_TW
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