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    Title: 臨界點現象來預測金融危機復甦探討
    Using Critical Phenomena to Predict Financial Recoveries
    Authors: 林煒勝
    Lin, Wei-Sheng
    Contributors: 郭維裕
    Kuo, Wei Yu

    林煒勝
    Lin, Wei-Sheng
    Keywords: 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
    Date: 2010
    Issue Date: 2011-09-29 16:37:04 (UTC+8)
    Abstract: 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.
    Reference: [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).
    Description: 碩士
    國立政治大學
    國際經營與貿易研究所
    97351021
    99
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0097351021
    Data Type: thesis
    Appears in Collections:[Department of International Business] Theses

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