博碩士論文 982205010 完整後設資料紀錄

DC 欄位 語言
DC.contributor統計研究所zh_TW
DC.creator劉佑聖zh_TW
DC.creatorYou-Sheng Liuen_US
dc.date.accessioned2011-6-30T07:39:07Z
dc.date.available2011-6-30T07:39:07Z
dc.date.issued2011
dc.identifier.urihttp://ir.lib.ncu.edu.tw:88/thesis/view_etd.asp?URN=982205010
dc.contributor.department統計研究所zh_TW
DC.description國立中央大學zh_TW
DC.descriptionNational Central Universityen_US
dc.description.abstract最近在金融實證上的文獻指出,在股價報酬率的聯合分佈具有不對稱的相關性。Copula 提供一個方便的架構去描述不對稱的相關性結構。在這篇論文中,我們比較傳統上對報酬率作的常態分佈假設與使用Copula 建構出比較彈性的多元分佈。在Markowitz 的Mean-Variance 架構下,我們考慮一個風險趨避的投資者配置財富於不同的資產。我們用Copula 去建構高維度報酬率的分佈並使用模擬退火法去選擇最佳的權重。最後我們應用我們的方法於投資組合在台灣的股票市場。 zh_TW
dc.description.abstractRecent studies in the empirical finance literature have reported asymmetric dependence in the joint distribution of stock returns. Copula provides a convenient framework to describe asymmetric dependence structure. In this thesis, we compare traditional multivariate normal distribution assumption for return and a flexible multivariate distribution using copula. Under Markowitz’s mean-variance framework (Markowitz, 1952), we consider a risk averse investor allocating wealth among different assets. We use copula to construct high-dimensional distribution of return, and propose a simulated annealing algorithm to select the optimal portfolio weights. We apply our approach for portfolio selection in Taiwan stock market. en_US
DC.subject非對稱相關zh_TW
DC.subject模擬退火法zh_TW
DC.subjectcopulazh_TW
DC.subject投資組合zh_TW
DC.subjectsimulated annealingen_US
DC.subjectportfolio selectionen_US
DC.subjectcopulaen_US
DC.subjectasymmetric dependenceen_US
DC.title基於 Copula 模型的資產配置及台灣股票市場的應用zh_TW
dc.language.isozh-TWzh-TW
DC.titlePortfolio Selection Based on Copula Models with Applications in Taiwan Stock Marketen_US
DC.type博碩士論文zh_TW
DC.typethesisen_US
DC.publisherNational Central Universityen_US

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