學術產出-Theses

題名 美國次級房貸風暴對全球股價走勢的衝擊與影響-以DCC模型分析
Using DCC Model to Analyze the Impact of the Subprime Mortage Crisis on the Global Stock Market
作者 賴彥君
Lai Yen-Chun
貢獻者 林金龍
Lin Jin-Lung
賴彥君
Lai Yen-Chun
關鍵詞 次級房貸
動態條件自我相關模型
台灣股市
美國股市
subprime
DCC
Taiwan stock market
American stock market
日期 2007
上傳時間 18-Sep-2009 16:01:30 (UTC+8)
摘要 摘要
2007年初美國發生次級房貸大量違約, 陸續有銀行倒閉, 進而撼
動整個美國與歐洲股市。一向與美國有密切貿易關係的台灣,在此事
件中到底受到多大的影響? 本文利用DCC模型探討次貸風暴前後,台
美股價間的關係是否有發生顯著的變化? 實證結果發現: 台灣與美國
的動態相關係數在次級房貸之後, 反而變小, 可見台灣的股市並未受
到很大的衝擊, 而亞洲地區的大多數國家也都與台灣相似,與美國的
動態相關係數變小,可見亞洲地區在次貸風暴中扮演著避風港的角色。
參考文獻 Baele, Lieven (2003), “Volatility spillover effects in european equity markets”, Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 03/189, Ghent University, Faculty of Economics and Business Administration, URL:
http://ideas.repec.org/p/rug/rugwps/03-189.html.
Bauwens, Luc, Sabastien, Laurent, and Jeroen V. K., Rombouts (2006), “Multivariate garch models: a survey”, Journal of Applied Econometrics, 21(1), 79–109.
Bollerslev, Tim (1986), “Generalized autoregressive conditional heteroskedasticity”, Journal of Econometrics, 31(3), 307–327.
Campbell, Rachel, Kees, Koedijk, and Paul, Kofman (2002), “Increased correlation in bearmarkets”, Financial Analysts Journal, 58(1), 87–94.
Cappiello, Lorenzo, Robert F., Engle, and Kevin, Sheppard (2003), “Asymmetric dynamics in the correlations of global equity and bond returns”, Working Paper Series 204, European Central Bank, URL:
http://ideas.repec.org/a/oup/jfinec/v4y2006i4p537-572.html.
Chang, Kung Hsiung, Su Li, Chou, and Chin Shun, Wu (2000), “International transmission of stock market movements within the great china economic area”, Pan Pacific Management Review, 3(2), 283–298.
Chou, Ray Y., Jin Lung, Lin, and Chung Shu, Wu (1999), “Modeling the taiwan stockmarket and international linkages”, Pacific Economic Review, 4(3), 305–320.
Dickey, David A. andWayne A., Fuller (1979), “Distribution of the estimators for autoregressive time serieswith a unit root”, Journal of the American Statistical
Association, 74(366), 427–431.
Engle, Robert F. (1982), “Autoregressive conditionalheteroscedasticitywith estimates
of the variance of united kingdominflation”, Econometrica, 50(4), 978–
1007.
Engle, Robert F. (2002), “Dynamic conditional correlation a simple class of multivariate garchmodels”, Journal of Business & Economic Statistics, 20(3), 339–350.
Engle, Robert F. and Kenneth F., Kroner(1995), “Multivariate simultaneous generalized
arch”, Econometric Theory, 11(1), 122–150.
Engle, Robert F. and Victor K., Ng (1991), “Measuring and testing the impact of news on volatility”, Working Paper 3681, National Bureau of Economic Research,
URL: http://www.nber.org/papers/w3681.
Glosten, Lawrence R., Ravi, Jagannathan, and David E., Runkle (1993), “On the relation between the expected value and the volatility of the nominal excess return on stocks”, Staff Report 157, Federal Reserve Bank of Minneapolis,
URL: http://ideas.repec.org/p/fip/fedmsr/157.html.
Kroner, K. E. and Victor K., Ng (1998), “Modeling asymmetric comovements of asset returns”, Review of Financial Studies, 11(4), 817–844.
Ling, Shiqing and Michael, McAleer (2003), “Asymptotic theory for a vector arma-garch model”, Econometric Theory, 19(02), 280–310, URL:
http://ideas.repec.org/a/cup/etheor/v19y2003i02p280-310.html.
Martens, Martin and Ser Huang, Poon (2001), “Returns synchronization and daily correlation dynamics between international stock markets”, Journal of Banking & Finance, 25(10), 1805–1827.
Nelson, Daniel B. (1991), “Conditional heteroskedasticity in asset returns: A new approach”, Econometrica, 59(2), 347–70, URL:
http://ideas.repec.org/a/ecm/emetrp/v59y1991i2p347-70.html.
Pelagatti, Matteo M. and Stefania, Rondena (2005), “Dynamic conditional correlationwith
elliptical distributions”, Econometrics 0503007, EconWPA,URL:
http://ideas.repec.org/p/wpa/wuwpem/0503007.html.
Solnik, Bruno, Cyril, Boucrelle, and Yann Le, Fur (1996), “International market
correlation and volatility”, Financial Analysts Journal, 52(5), 17–34.
Tsay, Ruey S. and George C., Tiao (1984), “Consistent estimates of autoregressive parameters and extended sample autocorrelation function for stationary and nonstationary armamodels”, Journal of the American Statistical Association, 79(385), 84–96.
Tse, Y. K. and A. K. C., Tsui (2002), “A multivariate generalized autoregressive conditional heteroscedasticity model with time-varying correlations”, Journal of Business & Economic Statistics, 20(3), 351–362.
Yang, Sheng Yung (2005), “A dcc analysis of international stock market correlations: the role of japan on the asian four tigers”, Applied Financial Economics Letters, 1(2), 89–93, URL:
http://dx.doi.org/10.1080/17446540500054250.
描述 碩士
國立政治大學
經濟研究所
95258030
96
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0095258030
資料類型 thesis
dc.contributor.advisor 林金龍zh_TW
dc.contributor.advisor Lin Jin-Lungen_US
dc.contributor.author (Authors) 賴彥君zh_TW
dc.contributor.author (Authors) Lai Yen-Chunen_US
dc.creator (作者) 賴彥君zh_TW
dc.creator (作者) Lai Yen-Chunen_US
dc.date (日期) 2007en_US
dc.date.accessioned 18-Sep-2009 16:01:30 (UTC+8)-
dc.date.available 18-Sep-2009 16:01:30 (UTC+8)-
dc.date.issued (上傳時間) 18-Sep-2009 16:01:30 (UTC+8)-
dc.identifier (Other Identifiers) G0095258030en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/35784-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 經濟研究所zh_TW
dc.description (描述) 95258030zh_TW
dc.description (描述) 96zh_TW
dc.description.abstract (摘要) 摘要
2007年初美國發生次級房貸大量違約, 陸續有銀行倒閉, 進而撼
動整個美國與歐洲股市。一向與美國有密切貿易關係的台灣,在此事
件中到底受到多大的影響? 本文利用DCC模型探討次貸風暴前後,台
美股價間的關係是否有發生顯著的變化? 實證結果發現: 台灣與美國
的動態相關係數在次級房貸之後, 反而變小, 可見台灣的股市並未受
到很大的衝擊, 而亞洲地區的大多數國家也都與台灣相似,與美國的
動態相關係數變小,可見亞洲地區在次貸風暴中扮演著避風港的角色。
zh_TW
dc.description.tableofcontents 第一章序論1
第一節研究動機. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
第二節次級房貸簡介. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
第三節研究方法. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
第二章文獻回顧與模型設定4
第一節單變量GARCH模型. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
第二節多變量GARCH模型. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
第三章實證結果17
第一節資料來源. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
第二節資料處理. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17
第三節ARCH檢定. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
第四節VAR模型估計. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
第五節DCC模型估計. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
第四章結論與建議25
第一節結論. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
第二節建議. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26
表. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .28
圖. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .43
參考文獻. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .67
zh_TW
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dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0095258030en_US
dc.subject (關鍵詞) 次級房貸zh_TW
dc.subject (關鍵詞) 動態條件自我相關模型zh_TW
dc.subject (關鍵詞) 台灣股市zh_TW
dc.subject (關鍵詞) 美國股市zh_TW
dc.subject (關鍵詞) subprimeen_US
dc.subject (關鍵詞) DCCen_US
dc.subject (關鍵詞) Taiwan stock marketen_US
dc.subject (關鍵詞) American stock marketen_US
dc.title (題名) 美國次級房貸風暴對全球股價走勢的衝擊與影響-以DCC模型分析zh_TW
dc.title (題名) Using DCC Model to Analyze the Impact of the Subprime Mortage Crisis on the Global Stock Marketen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) Baele, Lieven (2003), “Volatility spillover effects in european equity markets”, Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 03/189, Ghent University, Faculty of Economics and Business Administration, URL:zh_TW
dc.relation.reference (參考文獻) http://ideas.repec.org/p/rug/rugwps/03-189.html.zh_TW
dc.relation.reference (參考文獻) Bauwens, Luc, Sabastien, Laurent, and Jeroen V. K., Rombouts (2006), “Multivariate garch models: a survey”, Journal of Applied Econometrics, 21(1), 79–109.zh_TW
dc.relation.reference (參考文獻) Bollerslev, Tim (1986), “Generalized autoregressive conditional heteroskedasticity”, Journal of Econometrics, 31(3), 307–327.zh_TW
dc.relation.reference (參考文獻) Campbell, Rachel, Kees, Koedijk, and Paul, Kofman (2002), “Increased correlation in bearmarkets”, Financial Analysts Journal, 58(1), 87–94.zh_TW
dc.relation.reference (參考文獻) Cappiello, Lorenzo, Robert F., Engle, and Kevin, Sheppard (2003), “Asymmetric dynamics in the correlations of global equity and bond returns”, Working Paper Series 204, European Central Bank, URL:zh_TW
dc.relation.reference (參考文獻) http://ideas.repec.org/a/oup/jfinec/v4y2006i4p537-572.html.zh_TW
dc.relation.reference (參考文獻) Chang, Kung Hsiung, Su Li, Chou, and Chin Shun, Wu (2000), “International transmission of stock market movements within the great china economic area”, Pan Pacific Management Review, 3(2), 283–298.zh_TW
dc.relation.reference (參考文獻) Chou, Ray Y., Jin Lung, Lin, and Chung Shu, Wu (1999), “Modeling the taiwan stockmarket and international linkages”, Pacific Economic Review, 4(3), 305–320.zh_TW
dc.relation.reference (參考文獻) Dickey, David A. andWayne A., Fuller (1979), “Distribution of the estimators for autoregressive time serieswith a unit root”, Journal of the American Statisticalzh_TW
dc.relation.reference (參考文獻) Association, 74(366), 427–431.zh_TW
dc.relation.reference (參考文獻) Engle, Robert F. (1982), “Autoregressive conditionalheteroscedasticitywith estimateszh_TW
dc.relation.reference (參考文獻) of the variance of united kingdominflation”, Econometrica, 50(4), 978–zh_TW
dc.relation.reference (參考文獻) 1007.zh_TW
dc.relation.reference (參考文獻) Engle, Robert F. (2002), “Dynamic conditional correlation a simple class of multivariate garchmodels”, Journal of Business & Economic Statistics, 20(3), 339–350.zh_TW
dc.relation.reference (參考文獻) Engle, Robert F. and Kenneth F., Kroner(1995), “Multivariate simultaneous generalizedzh_TW
dc.relation.reference (參考文獻) arch”, Econometric Theory, 11(1), 122–150.zh_TW
dc.relation.reference (參考文獻) Engle, Robert F. and Victor K., Ng (1991), “Measuring and testing the impact of news on volatility”, Working Paper 3681, National Bureau of Economic Research,zh_TW
dc.relation.reference (參考文獻) URL: http://www.nber.org/papers/w3681.zh_TW
dc.relation.reference (參考文獻) Glosten, Lawrence R., Ravi, Jagannathan, and David E., Runkle (1993), “On the relation between the expected value and the volatility of the nominal excess return on stocks”, Staff Report 157, Federal Reserve Bank of Minneapolis,zh_TW
dc.relation.reference (參考文獻) URL: http://ideas.repec.org/p/fip/fedmsr/157.html.zh_TW
dc.relation.reference (參考文獻) Kroner, K. E. and Victor K., Ng (1998), “Modeling asymmetric comovements of asset returns”, Review of Financial Studies, 11(4), 817–844.zh_TW
dc.relation.reference (參考文獻) Ling, Shiqing and Michael, McAleer (2003), “Asymptotic theory for a vector arma-garch model”, Econometric Theory, 19(02), 280–310, URL:zh_TW
dc.relation.reference (參考文獻) http://ideas.repec.org/a/cup/etheor/v19y2003i02p280-310.html.zh_TW
dc.relation.reference (參考文獻) Martens, Martin and Ser Huang, Poon (2001), “Returns synchronization and daily correlation dynamics between international stock markets”, Journal of Banking & Finance, 25(10), 1805–1827.zh_TW
dc.relation.reference (參考文獻) Nelson, Daniel B. (1991), “Conditional heteroskedasticity in asset returns: A new approach”, Econometrica, 59(2), 347–70, URL:zh_TW
dc.relation.reference (參考文獻) http://ideas.repec.org/a/ecm/emetrp/v59y1991i2p347-70.html.zh_TW
dc.relation.reference (參考文獻) Pelagatti, Matteo M. and Stefania, Rondena (2005), “Dynamic conditional correlationwithzh_TW
dc.relation.reference (參考文獻) elliptical distributions”, Econometrics 0503007, EconWPA,URL:zh_TW
dc.relation.reference (參考文獻) http://ideas.repec.org/p/wpa/wuwpem/0503007.html.zh_TW
dc.relation.reference (參考文獻) Solnik, Bruno, Cyril, Boucrelle, and Yann Le, Fur (1996), “International marketzh_TW
dc.relation.reference (參考文獻) correlation and volatility”, Financial Analysts Journal, 52(5), 17–34.zh_TW
dc.relation.reference (參考文獻) Tsay, Ruey S. and George C., Tiao (1984), “Consistent estimates of autoregressive parameters and extended sample autocorrelation function for stationary and nonstationary armamodels”, Journal of the American Statistical Association, 79(385), 84–96.zh_TW
dc.relation.reference (參考文獻) Tse, Y. K. and A. K. C., Tsui (2002), “A multivariate generalized autoregressive conditional heteroscedasticity model with time-varying correlations”, Journal of Business & Economic Statistics, 20(3), 351–362.zh_TW
dc.relation.reference (參考文獻) Yang, Sheng Yung (2005), “A dcc analysis of international stock market correlations: the role of japan on the asian four tigers”, Applied Financial Economics Letters, 1(2), 89–93, URL:zh_TW
dc.relation.reference (參考文獻) http://dx.doi.org/10.1080/17446540500054250.zh_TW