Publications-Theses

Article View/Open

Publication Export

Google ScholarTM

NCCU Library

Citation Infomation

Related Publications in TAIR

題名 銀行危機預警系統之建構
Constructing a banking crises early warning system
作者 李國銘
貢獻者 朱美麗
李國銘
關鍵詞 銀行危機
危機預警系統
訊號方法
Banking Crises
Early Warning System
Signal Approach
Logit Model
CART
日期 2009
上傳時間 8-Dec-2010 02:02:12 (UTC+8)
摘要 2007年8月美國爆發次貸危機(Subprime Crisis),如此新型態的金融危機是否可由金融危機預警系統預測?是本文所欲探討的目標。本文採用訊號方法、固定效果下的Panel Logit Model和CART(Classification and Regression Tree)三種計量方法建構危機預警模型。最後利用美國2006年至2008年資料,驗證本文所建構之預警模型是否能夠有效預測次貸危機的發生。
“Could banking early warning systems help to predict Sub-prime crisis?” That is the main issue that we want to discuss. We combine three kinds of early warning systems models – Signal Approach, fixed effect panel logit model, and CART approach – to create a new banking early warning system(EWS). We will use the US 2006-2008 data to examine whether this new EWS could predict the Sub-prime crisis correctly.
參考文獻 1.林郁翎(2002),「銀行危機預警綜合指標之建立-Signal Extraction Approach 與Panel Logit Model之結合」,東吳大學經濟學系碩士論文。
2.張大成、林郁翎(2003),「銀行危機預警綜合指標之建立」存款保險資訊季刊,第16卷第三期,頁111-146。
3.張瑞元、林金賢(2005),「建構銀行危機預警模型-訊號法與Panel Logit之結合」,會計與公司治理,第一卷第二期,頁9-32。
4.黃仁德、林進煌 (2007),「國際金融危機的經驗與啟示」,台北市:聯經。初版。
5.Alis, D.K., K. Baybars and L. Luc (2005) “Deposit Insurance around the world:A Comprehensive Database.” World Bank Policy Research Working Paper, No.3628, June, 2005.
6.Breimann, L., J.H. Friedmann, R.A. Olshen, and C.J. Stone (1983) “Classification and Regression Trees” Wadsworth Publisher.
7.Caprio, G., and D. Klingebiel (1996) “Bank Insolvencies: Cross-Country Experience.” World Bank Policy Research Working Paper, No.1620, July, 1996.
8.Caprio,G., D. Klingebiel, L. Luc, and G. Noguera, (2005) “Appendix:Banking Crisis Database,” in Patrick Honohan and Luc Laeven (eds.), SystemicFinancial Crises: Containment and Resolution. Cambridge, U.K.: Cambridge University Press.
9.Demirgüç-Kunt, A. and E. Detragiache (1998), “The Determinants of Banking Crises: Evidence from Developing and Developed Countries.” IMF Staff Paper, Vol. 45, No. 1,March,1998.
10.Davis, E.P. and D. Karim, (2008), “Could Early Warning Systems Have Helped To Predict the Sub-Prime Crisis?” National Institute Economic Review, vol. 206 no.1, October 2008, pp.35-47.
11.Hardy, D. C. and C. Palzaebasioglu, (1998) “Leading Indicators of Banking Crises: Was Asia Different?” IMF Working Paper, No. 98/91, June, 1998.
12.International Monetary Fund, World Economic Outlook, May,1998, pp 74-97.
13.Kaminsky, G. L. and C. M. Reinhart, (1999), “The Twin Crises: The Causes of Banking and Balance-of-Payments Problems.” The American Economic Review, Vol. 89, No. 3, June 1999, pp.473-500. Earlier version issued as Board of Governors International Finance Discussion Paper 544 (March 1996).
14.Kaminsky, G. L. (1999) “Currency and banking Crises: the early warnings of distress.” IMF Working Paper, No.99/178, December, 1999.
15.Luc, L. and V. Fabin (2008) ,”Systemic Banking Crises:A New Database.” IMF Working Pape,No.08/224,September,2008.
16.Manasse, P., N. Roubini, and S. Axel (2003), “Prediciting Sovereign Debt Crises.” IMF Working Paper, No.03/221, November, 2003.
17.Martin Hellwig (2008), “Systemic Risk in the Financial Sector: An Analysis of the Subprime-Mortgage Financial Crisis” Preprints of the Max Planck Institute for Research on Collective Goods Bonn 2008/43, November, 2008.
18.Patel, S. and A. Sarkar (1998) “Crises in Developed and Emerging Stock Markets.” Financial Analysts Journal, Vol. 54, No.6, Nov.-Dec.,1998, pp.50-61.
19.Vila, A. (2000), “Asset price crises and banking crises: some empirical evidence.” BIS Working Paper, No. conference 81, Mar 2000, pp.232-25
描述 碩士
國立政治大學
經濟學系
97258002
98
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0097258002
資料類型 thesis
dc.contributor.advisor 朱美麗zh_TW
dc.contributor.author (Authors) 李國銘zh_TW
dc.creator (作者) 李國銘zh_TW
dc.date (日期) 2009en_US
dc.date.accessioned 8-Dec-2010 02:02:12 (UTC+8)-
dc.date.available 8-Dec-2010 02:02:12 (UTC+8)-
dc.date.issued (上傳時間) 8-Dec-2010 02:02:12 (UTC+8)-
dc.identifier (Other Identifiers) G0097258002en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/49218-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 經濟學系zh_TW
dc.description (描述) 97258002zh_TW
dc.description (描述) 98zh_TW
dc.description.abstract (摘要) 2007年8月美國爆發次貸危機(Subprime Crisis),如此新型態的金融危機是否可由金融危機預警系統預測?是本文所欲探討的目標。本文採用訊號方法、固定效果下的Panel Logit Model和CART(Classification and Regression Tree)三種計量方法建構危機預警模型。最後利用美國2006年至2008年資料,驗證本文所建構之預警模型是否能夠有效預測次貸危機的發生。zh_TW
dc.description.abstract (摘要) “Could banking early warning systems help to predict Sub-prime crisis?” That is the main issue that we want to discuss. We combine three kinds of early warning systems models – Signal Approach, fixed effect panel logit model, and CART approach – to create a new banking early warning system(EWS). We will use the US 2006-2008 data to examine whether this new EWS could predict the Sub-prime crisis correctly.en_US
dc.description.tableofcontents 第一章 前言 1
第二章 文獻回顧 2
第一節 金融危機定義 3
第二節 實証文獻探討 3
第三章 研究方法 5
第一節 實証方法 5
一、訊號方法(Signal Extraction Approach) 6
二、Panel Logit Model 7
三、CART (Classification and Regression Tree) 8
第二節 實証資料 10
一、樣本時間、國家 10
二、銀行危機時間認定 11
三、預警變數的選取 13
第三節 建立預警模型 14
第四章 實証結果 15
第一節 實証結果 16
一、 訊號方法 16
二、 固定效果下的Panel Logit Model 17
三、 納入交叉項及落後項 21
四、 建構銀行危機預警系統 24
第二節 模型預警效果 25
一、 美國銀行危機時間與門檻值 25
二、 各預警模型預測效果 26
第三節 小結 29
第五章 結論與建議 30
第一節 研究論點與限制 30
第二節 研究建議 31
參考文獻 33
附錄 35
附錄一、危機時間表 35
附錄二、變數計算與來源 37
附錄三、訊號方法的預測績效 39
附錄四、基本型預警模型 43
附錄五、調整型預警模型 44
附錄六、CART決策樹 49
附錄七、危機機率值與最適門檻值(美國) 54
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0097258002en_US
dc.subject (關鍵詞) 銀行危機zh_TW
dc.subject (關鍵詞) 危機預警系統zh_TW
dc.subject (關鍵詞) 訊號方法zh_TW
dc.subject (關鍵詞) Banking Crisesen_US
dc.subject (關鍵詞) Early Warning Systemen_US
dc.subject (關鍵詞) Signal Approachen_US
dc.subject (關鍵詞) Logit Modelen_US
dc.subject (關鍵詞) CARTen_US
dc.title (題名) 銀行危機預警系統之建構zh_TW
dc.title (題名) Constructing a banking crises early warning systemen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) 1.林郁翎(2002),「銀行危機預警綜合指標之建立-Signal Extraction Approach 與Panel Logit Model之結合」,東吳大學經濟學系碩士論文。zh_TW
dc.relation.reference (參考文獻) 2.張大成、林郁翎(2003),「銀行危機預警綜合指標之建立」存款保險資訊季刊,第16卷第三期,頁111-146。zh_TW
dc.relation.reference (參考文獻) 3.張瑞元、林金賢(2005),「建構銀行危機預警模型-訊號法與Panel Logit之結合」,會計與公司治理,第一卷第二期,頁9-32。zh_TW
dc.relation.reference (參考文獻) 4.黃仁德、林進煌 (2007),「國際金融危機的經驗與啟示」,台北市:聯經。初版。zh_TW
dc.relation.reference (參考文獻) 5.Alis, D.K., K. Baybars and L. Luc (2005) “Deposit Insurance around the world:A Comprehensive Database.” World Bank Policy Research Working Paper, No.3628, June, 2005.zh_TW
dc.relation.reference (參考文獻) 6.Breimann, L., J.H. Friedmann, R.A. Olshen, and C.J. Stone (1983) “Classification and Regression Trees” Wadsworth Publisher.zh_TW
dc.relation.reference (參考文獻) 7.Caprio, G., and D. Klingebiel (1996) “Bank Insolvencies: Cross-Country Experience.” World Bank Policy Research Working Paper, No.1620, July, 1996.zh_TW
dc.relation.reference (參考文獻) 8.Caprio,G., D. Klingebiel, L. Luc, and G. Noguera, (2005) “Appendix:Banking Crisis Database,” in Patrick Honohan and Luc Laeven (eds.), SystemicFinancial Crises: Containment and Resolution. Cambridge, U.K.: Cambridge University Press.zh_TW
dc.relation.reference (參考文獻) 9.Demirgüç-Kunt, A. and E. Detragiache (1998), “The Determinants of Banking Crises: Evidence from Developing and Developed Countries.” IMF Staff Paper, Vol. 45, No. 1,March,1998.zh_TW
dc.relation.reference (參考文獻) 10.Davis, E.P. and D. Karim, (2008), “Could Early Warning Systems Have Helped To Predict the Sub-Prime Crisis?” National Institute Economic Review, vol. 206 no.1, October 2008, pp.35-47.zh_TW
dc.relation.reference (參考文獻) 11.Hardy, D. C. and C. Palzaebasioglu, (1998) “Leading Indicators of Banking Crises: Was Asia Different?” IMF Working Paper, No. 98/91, June, 1998.zh_TW
dc.relation.reference (參考文獻) 12.International Monetary Fund, World Economic Outlook, May,1998, pp 74-97.zh_TW
dc.relation.reference (參考文獻) 13.Kaminsky, G. L. and C. M. Reinhart, (1999), “The Twin Crises: The Causes of Banking and Balance-of-Payments Problems.” The American Economic Review, Vol. 89, No. 3, June 1999, pp.473-500. Earlier version issued as Board of Governors International Finance Discussion Paper 544 (March 1996).zh_TW
dc.relation.reference (參考文獻) 14.Kaminsky, G. L. (1999) “Currency and banking Crises: the early warnings of distress.” IMF Working Paper, No.99/178, December, 1999.zh_TW
dc.relation.reference (參考文獻) 15.Luc, L. and V. Fabin (2008) ,”Systemic Banking Crises:A New Database.” IMF Working Pape,No.08/224,September,2008.zh_TW
dc.relation.reference (參考文獻) 16.Manasse, P., N. Roubini, and S. Axel (2003), “Prediciting Sovereign Debt Crises.” IMF Working Paper, No.03/221, November, 2003.zh_TW
dc.relation.reference (參考文獻) 17.Martin Hellwig (2008), “Systemic Risk in the Financial Sector: An Analysis of the Subprime-Mortgage Financial Crisis” Preprints of the Max Planck Institute for Research on Collective Goods Bonn 2008/43, November, 2008.zh_TW
dc.relation.reference (參考文獻) 18.Patel, S. and A. Sarkar (1998) “Crises in Developed and Emerging Stock Markets.” Financial Analysts Journal, Vol. 54, No.6, Nov.-Dec.,1998, pp.50-61.zh_TW
dc.relation.reference (參考文獻) 19.Vila, A. (2000), “Asset price crises and banking crises: some empirical evidence.” BIS Working Paper, No. conference 81, Mar 2000, pp.232-25zh_TW