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題名 臨界點現象來預測金融危機復甦探討
Using Critical Phenomena to Predict Financial Recoveries
作者 林煒勝
Lin, Wei-Sheng
貢獻者 郭維裕<br>Kuo, Wei Yu
林煒勝
Lin, Wei-Sheng
關鍵詞 臨界點
金融危機
金融危機預測
金融危機復甦
critical point
financial crash predict
crash predict
日期 2010
上傳時間 29-Sep-2011 16:37:04 (UTC+8)
摘要 本篇論文的主要研究目的是希望探討Didier所發展出的金融危機預測模型是否也能夠適用於預測復甦現象?如同先前許多研究所指出的,美國股市指數波動在崩盤以及復甦下呈現截然不同的現象。當在復甦時,指數成長緩慢,波動程度小。但是當蕭條時,指數波動程度大,並且快速。這些差異增加了使用同一種方法來預測金融復甦與危機的困難度。
Purpose of this study was to investigate Can the crisis prediction model proposed by Didier Sornette still work on blooming. As previous studies pointed out that the U.S. stock market index fluctuated different when under the blooming stage and the recession stage. When Economic recovery, a change into the positive cycle, the stock market index rose slowly, the index change in the short term rate is small. When recession came, changes in stock market index fiercely. These differences make it hard to using the same way predict the economic recovery and collapse.
參考文獻 [1] Johansen, A. and D. Sornette, Financial "Anti-Bubbles" Log-Periodicity in Gold and Nikkei Collapses. International Journal of Modern Physics C, 1999. 10: p. 563-575.
[2] Johansen, A. and D. Sornette, Stock market crashes are outliers. European Physical Journal B, 1998. 1: p. 141-143.
[3] Drozdz, S., F. Ruf, J. Speth, and M. Wojcik, Imprints of log-periodic self-similarity in the stock market, European Physics Journal B10, 589 (1999).
[4] Feigenbaum, James and Peter G. O. Freund, (1996), Discrete Scale Invariance in Stock Markets before Crashes, International Journal of Modern Physics B10, 3737 (1996).
[5] Feigenbaum, James, and Peter G. O. Freund, Discrete Scale Invariance and the ‘Second Black Monday’, Modern Physics Letters B12, 57 (1998).
[6] Gluzman, S. and V. I. Yukalov, Renormalization group analysis of October market crashes, Modern Physics Letters B12, 75 (1998).
[7] Johansen, Anders, and Didier Sornette, Modeling the Stock Market Prior to Large Crashes, European Physics Journal B9, 167 (1999).
[8] Sornette, Didier, Anders Johansen, and Jean-Philippe Bouchaud, Stock Market Crashes, Precursors and Replicas , J. Phys. I. (France) 6, 167 (1996).
[9] Vandewalle, N., Ph. Boveroux, A. Minguet, and M. Ausloos, The crash of
October 1987 seen as a phase transition, Physica A255, 201 (1998).
[10] Vandewalle, N., Ph. Boveroux, A. Minguet, and M. Ausloos, How the financial crash of October 1997 could have been predicted, European Journal of Physics B4, 139 (1998).
[11] Johansen, Anders, Didier Sornette, and Olivier Ledoit, Predicting Financial Crashes Using Discrete Scale Invariance, International Journal of Theoretical and Applied Finance 3, 219 (2000).
[12] Anders Johansen and Didier Sornette, Large Stock Market Price Drawdowns Are Outliers, Working Paper (2001).
[13] James A. Feigenbaum, A Statistical Analysis of Log-Periodic Precursors to Financial Crashes (2008).
[14] Anders Johansen and Didier Sornette, Critical Crashes, Risk, Vol 12, No. 1, P.91-94(1999)
[15] A. Johansen, O. Ledoit and D. Sornette, Crashes as critical points, International Journal of theoretical and Applied Finance in press (1999).
[16] Robert E. Whaley, Understanding VIX, Working Paper (2008).
[17] Kresimir Demeterfi, Emanuel Derman, Michael Kamal and Joseph Zou, More than you ever wanted to know about volatility swaps, Goldman Sachs Quantitative Strategies Research Notes (1999).
[18] Vries, C.G. de, 1994, Stylized Facts of Nominal Exchange Rate Returns, S. 348 - 89 in: van der Ploeg, F., ed., The Handbook of InternationalMacroeconomics. Blackwell: Oxford.
[19] Lux, L., 1996, The stable Paretian hypothesis and the frequency of large returns: an examination of major German stocks, Appl. Financial Economics 6, 463-475."
[20] Pagan, A., 1996, The Econometrics of Financial Markets, Journal of Empirical Finance 3, 15 - 102.
[21] Guillaume, D.M., Dacorogna, M.M., Dav´e, R.R,, M¨uller, J.A., Olsen, R.B. & Pictet, O.V., 1997, From the Bird’s Eye to the Microscope: A Survey of New Stylized Facts of the intra-daily Foreign ExchangeMarkets, Finance and Stochastics 1, 95-129."
[22] Gopikrishnan, P., Meyer, M., Amaral, L.A.N. & Stanley, H.E., 1998, Inverse Cubic Law for the Distribution of Stock Price Variations, European Physical Journal B 3, 139-140"
[23] Sornette, Didier and Anders Johansen, Large Financial Crashes , Physica A245, 411 (1997).
[24] Press, William H., Brian P. Flannery, Saul A. Teukolsky, and William T. Vetterling, Numerical Recipes in C: The Art of Scientific Computing (Cambridge University Press: Cambridge) (1991).
[25] Amemiya, Takeshi, Advanced Econometrics (Harvard Press, Cambridge) (1985).
[26] James A. Feigenbaum, A Statistical Analysis of Log-Periodic Precursors to Financial Crashes (2008).
描述 碩士
國立政治大學
國際經營與貿易研究所
97351021
99
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0097351021
資料類型 thesis
dc.contributor.advisor 郭維裕<br>Kuo, Wei Yuzh_TW
dc.contributor.author (Authors) 林煒勝zh_TW
dc.contributor.author (Authors) Lin, Wei-Shengen_US
dc.creator (作者) 林煒勝zh_TW
dc.creator (作者) Lin, Wei-Shengen_US
dc.date (日期) 2010en_US
dc.date.accessioned 29-Sep-2011 16:37:04 (UTC+8)-
dc.date.available 29-Sep-2011 16:37:04 (UTC+8)-
dc.date.issued (上傳時間) 29-Sep-2011 16:37:04 (UTC+8)-
dc.identifier (Other Identifiers) G0097351021en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/50753-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 國際經營與貿易研究所zh_TW
dc.description (描述) 97351021zh_TW
dc.description (描述) 99zh_TW
dc.description.abstract (摘要) 本篇論文的主要研究目的是希望探討Didier所發展出的金融危機預測模型是否也能夠適用於預測復甦現象?如同先前許多研究所指出的,美國股市指數波動在崩盤以及復甦下呈現截然不同的現象。當在復甦時,指數成長緩慢,波動程度小。但是當蕭條時,指數波動程度大,並且快速。這些差異增加了使用同一種方法來預測金融復甦與危機的困難度。zh_TW
dc.description.abstract (摘要) Purpose of this study was to investigate Can the crisis prediction model proposed by Didier Sornette still work on blooming. As previous studies pointed out that the U.S. stock market index fluctuated different when under the blooming stage and the recession stage. When Economic recovery, a change into the positive cycle, the stock market index rose slowly, the index change in the short term rate is small. When recession came, changes in stock market index fiercely. These differences make it hard to using the same way predict the economic recovery and collapse.en_US
dc.description.tableofcontents 1. Introduction 3
     2. Theoretical framework 10
     3. Data 14
     4. Empirical Result 17
     5. Conclusion 22
     References 24
     Figures 27
     Tables 34
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0097351021en_US
dc.subject (關鍵詞) 臨界點zh_TW
dc.subject (關鍵詞) 金融危機zh_TW
dc.subject (關鍵詞) 金融危機預測zh_TW
dc.subject (關鍵詞) 金融危機復甦zh_TW
dc.subject (關鍵詞) critical pointen_US
dc.subject (關鍵詞) financial crash predicten_US
dc.subject (關鍵詞) crash predicten_US
dc.title (題名) 臨界點現象來預測金融危機復甦探討zh_TW
dc.title (題名) Using Critical Phenomena to Predict Financial Recoveriesen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) [1] Johansen, A. and D. Sornette, Financial "Anti-Bubbles" Log-Periodicity in Gold and Nikkei Collapses. International Journal of Modern Physics C, 1999. 10: p. 563-575.zh_TW
dc.relation.reference (參考文獻) [2] Johansen, A. and D. Sornette, Stock market crashes are outliers. European Physical Journal B, 1998. 1: p. 141-143.zh_TW
dc.relation.reference (參考文獻) [3] Drozdz, S., F. Ruf, J. Speth, and M. Wojcik, Imprints of log-periodic self-similarity in the stock market, European Physics Journal B10, 589 (1999).zh_TW
dc.relation.reference (參考文獻) [4] Feigenbaum, James and Peter G. O. Freund, (1996), Discrete Scale Invariance in Stock Markets before Crashes, International Journal of Modern Physics B10, 3737 (1996).zh_TW
dc.relation.reference (參考文獻) [5] Feigenbaum, James, and Peter G. O. Freund, Discrete Scale Invariance and the ‘Second Black Monday’, Modern Physics Letters B12, 57 (1998).zh_TW
dc.relation.reference (參考文獻) [6] Gluzman, S. and V. I. Yukalov, Renormalization group analysis of October market crashes, Modern Physics Letters B12, 75 (1998).zh_TW
dc.relation.reference (參考文獻) [7] Johansen, Anders, and Didier Sornette, Modeling the Stock Market Prior to Large Crashes, European Physics Journal B9, 167 (1999).zh_TW
dc.relation.reference (參考文獻) [8] Sornette, Didier, Anders Johansen, and Jean-Philippe Bouchaud, Stock Market Crashes, Precursors and Replicas , J. Phys. I. (France) 6, 167 (1996).zh_TW
dc.relation.reference (參考文獻) [9] Vandewalle, N., Ph. Boveroux, A. Minguet, and M. Ausloos, The crash ofzh_TW
dc.relation.reference (參考文獻) October 1987 seen as a phase transition, Physica A255, 201 (1998).zh_TW
dc.relation.reference (參考文獻) [10] Vandewalle, N., Ph. Boveroux, A. Minguet, and M. Ausloos, How the financial crash of October 1997 could have been predicted, European Journal of Physics B4, 139 (1998).zh_TW
dc.relation.reference (參考文獻) [11] Johansen, Anders, Didier Sornette, and Olivier Ledoit, Predicting Financial Crashes Using Discrete Scale Invariance, International Journal of Theoretical and Applied Finance 3, 219 (2000).zh_TW
dc.relation.reference (參考文獻) [12] Anders Johansen and Didier Sornette, Large Stock Market Price Drawdowns Are Outliers, Working Paper (2001).zh_TW
dc.relation.reference (參考文獻) [13] James A. Feigenbaum, A Statistical Analysis of Log-Periodic Precursors to Financial Crashes (2008).zh_TW
dc.relation.reference (參考文獻) [14] Anders Johansen and Didier Sornette, Critical Crashes, Risk, Vol 12, No. 1, P.91-94(1999)zh_TW
dc.relation.reference (參考文獻) [15] A. Johansen, O. Ledoit and D. Sornette, Crashes as critical points, International Journal of theoretical and Applied Finance in press (1999).zh_TW
dc.relation.reference (參考文獻) [16] Robert E. Whaley, Understanding VIX, Working Paper (2008).zh_TW
dc.relation.reference (參考文獻) [17] Kresimir Demeterfi, Emanuel Derman, Michael Kamal and Joseph Zou, More than you ever wanted to know about volatility swaps, Goldman Sachs Quantitative Strategies Research Notes (1999).zh_TW
dc.relation.reference (參考文獻) [18] Vries, C.G. de, 1994, Stylized Facts of Nominal Exchange Rate Returns, S. 348 - 89 in: van der Ploeg, F., ed., The Handbook of InternationalMacroeconomics. Blackwell: Oxford.zh_TW
dc.relation.reference (參考文獻) [19] Lux, L., 1996, The stable Paretian hypothesis and the frequency of large returns: an examination of major German stocks, Appl. Financial Economics 6, 463-475."zh_TW
dc.relation.reference (參考文獻) [20] Pagan, A., 1996, The Econometrics of Financial Markets, Journal of Empirical Finance 3, 15 - 102.zh_TW
dc.relation.reference (參考文獻) [21] Guillaume, D.M., Dacorogna, M.M., Dav´e, R.R,, M¨uller, J.A., Olsen, R.B. & Pictet, O.V., 1997, From the Bird’s Eye to the Microscope: A Survey of New Stylized Facts of the intra-daily Foreign ExchangeMarkets, Finance and Stochastics 1, 95-129."zh_TW
dc.relation.reference (參考文獻) [22] Gopikrishnan, P., Meyer, M., Amaral, L.A.N. & Stanley, H.E., 1998, Inverse Cubic Law for the Distribution of Stock Price Variations, European Physical Journal B 3, 139-140"zh_TW
dc.relation.reference (參考文獻) [23] Sornette, Didier and Anders Johansen, Large Financial Crashes , Physica A245, 411 (1997).zh_TW
dc.relation.reference (參考文獻) [24] Press, William H., Brian P. Flannery, Saul A. Teukolsky, and William T. Vetterling, Numerical Recipes in C: The Art of Scientific Computing (Cambridge University Press: Cambridge) (1991).zh_TW
dc.relation.reference (參考文獻) [25] Amemiya, Takeshi, Advanced Econometrics (Harvard Press, Cambridge) (1985).zh_TW
dc.relation.reference (參考文獻) [26] James A. Feigenbaum, A Statistical Analysis of Log-Periodic Precursors to Financial Crashes (2008).zh_TW