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題名 FIEGARCH模型之風險值計算──以新台幣兌美元匯率為例
作者 張揖平;洪明欽;劉惠美;鄭翔書
Chang, Yi-Ping;Hung, Ming-Chin;Liu, Hui-Mei;Cheng, Siang-Su
關鍵詞 風險值 ;緩長記憶性 ; FIEGARCH模型 ; 極端值理論
Value at Risk;Long memory;FIEGARCH model;Extreme value theory
日期 2004-06
上傳時間 19-Dec-2008 14:48:44 (UTC+8)
摘要 本研究在資產報酬率之波動具有緩長記憶(long memory)的部分整合指數廣義自迴歸條件異質變異數(fractionally integrated exponential generalized autoregressive conditional heteroskedasticity;簡稱FIEGARCH)模型下,配合極端值理論(extreme value theory)計算風險值(value at risk)。本研究以新台幣兌美元匯率為例,實證結果發現其日報酬率之波動具有緩長記憶現象,且FIEGARCH模型配合極端值理論之風險值計算法的表現較為穩定。
In this paper, we use the FIEGARCH model combined with extreme value theory to compute Value at Risk (VaR) measure for daily asset returns. Our empirical example in using TWD/USD exchange rate returns shows that the data reveal long memory phenomenon and the FIEGARCH model combined with extreme value theory provides a good representation in VaR estimation framework.
關聯 智慧科技與應用統計學報, 2(1), 51-70
資料類型 article
dc.creator (作者) 張揖平;洪明欽;劉惠美;鄭翔書-
dc.creator (作者) Chang, Yi-Ping;Hung, Ming-Chin;Liu, Hui-Mei;Cheng, Siang-Su-
dc.date (日期) 2004-06en_US
dc.date.accessioned 19-Dec-2008 14:48:44 (UTC+8)-
dc.date.available 19-Dec-2008 14:48:44 (UTC+8)-
dc.date.issued (上傳時間) 19-Dec-2008 14:48:44 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/18120-
dc.description.abstract (摘要) 本研究在資產報酬率之波動具有緩長記憶(long memory)的部分整合指數廣義自迴歸條件異質變異數(fractionally integrated exponential generalized autoregressive conditional heteroskedasticity;簡稱FIEGARCH)模型下,配合極端值理論(extreme value theory)計算風險值(value at risk)。本研究以新台幣兌美元匯率為例,實證結果發現其日報酬率之波動具有緩長記憶現象,且FIEGARCH模型配合極端值理論之風險值計算法的表現較為穩定。-
dc.description.abstract (摘要) In this paper, we use the FIEGARCH model combined with extreme value theory to compute Value at Risk (VaR) measure for daily asset returns. Our empirical example in using TWD/USD exchange rate returns shows that the data reveal long memory phenomenon and the FIEGARCH model combined with extreme value theory provides a good representation in VaR estimation framework.-
dc.format application/en_US
dc.language zh-TWen_US
dc.language en-USen_US
dc.language.iso en_US-
dc.relation (關聯) 智慧科技與應用統計學報, 2(1), 51-70en_US
dc.subject (關鍵詞) 風險值 ;緩長記憶性 ; FIEGARCH模型 ; 極端值理論-
dc.subject (關鍵詞) Value at Risk;Long memory;FIEGARCH model;Extreme value theory-
dc.title (題名) FIEGARCH模型之風險值計算──以新台幣兌美元匯率為例en_US
dc.type (資料類型) articleen