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    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/48888


    Title: 使用熱物理中臨界點現象來預測金融危機
    Using critical phenomena to predict financial crashes
    Authors: 李嘉文
    Lee, Grant
    Contributors: 郭維裕
    Kuo, Wei Yu
    李嘉文
    Lee, Grant
    Keywords: 熱物理
    臨界點
    金融危機
    預測
    critical point
    financial crash
    physics
    predict
    Date: 2010
    Issue Date: 2010-12-08 01:52:24 (UTC+8)
    Abstract: 在此篇論文之前, 已經有許多學者指出在金融市場奔盤之前的價格波動與熱物理學中的臨界現象有所類似. 其價格會呈現Power law的形式迅速加速上升, 同時伴隨著log-periodic震盪. 藉由first-order Landau expansion和second-order Landau expansion, 我們使用了50個隨機樣本, 分別從五個不同的指數來驗證其正確性. 結果發現該模型很難運用在高波動的市場, 但是對於中級波動的市場卻有不錯的預測能力, 比方說S&P500與Nikkei 225指數.
    Before this paper, many scholars indicated that market price movement before a crash is similar to critical phenomena. It can be described by a power law acceleration of the market price decorated with log-periodic oscillations. By first-order Landau expansion and second-order Landau expansion, we use 50 random samples from each of 5 different indices to test the model. It is hard to adapt Landau expansion to high volatility indices, but fit pretty well for medium volatility indices, such as S&P 500 and Nikkei 225.
    Reference: 1. CSI: credit crunch, in The Economist. 2007.
    2. in Wall Street Journal. 2008. p. 1.
    3. Johansen, A. and D. Sornette, Stock market crashes are outliers. European Physical Journal B, 1998. 1: p. 141-143.
    4. Grabel, I., Predicting Financial Crisis in Developing Economies: Astronomy or Astrology? Eastern Economic Journal, 2003. 29(2): p. 243-258.
    5. Berg, A. and C. Pattillo, Predicting currency crises: The indicators approach and an alternative. Journal of International Money and Finance, 1999. 18(4): p. 561-586.
    6. Arneodo, A., et al., Comment on "Turbulent cascades in foreign exchange markets". Science & Finance, Capital Fund Management, 1996.
    7. Sornette, D., A. Johansen, and J.-P. Bouchaud, Stock market crashes, precursors and replicas. Journal de Physique, 1996. 6(1): p. 167-175.
    8. Feigenbaum, J.A. and P.G.O. Freund, Discrete scale invariance in stock markets before crashes. International Journal of Modern Physics, 1996: p. 3737-3745.
    9. Feigenbaum, J.A., A Statistical Analysis of Log-Periodic Precursors to Financial Crashes. Quantitative Finance, 2001. 1(3): p. 346-360.
    10. Ma, S.-K., Modern Theory of Critical Phenomena. 2000.
    11. Johansen, A., O. Ledoit, and D. Sornette, Crashes as Critical Points. International Journal of Theoretical and Applied Finance, 2000. 3(2): p. 219-255.
    12. Dubrulle, B., F. Graner, and D. Sornette, Scale invariance and beyond. 1998: Springer.
    13. Kittel, C., Introduction to Solid State Physics. 8 ed. 2004: Wiley.
    14. Sornette, D. and A. Johansen, Large Financial Crashes. Physica A, 1997. 245(3-4): p. 411-422.
    15. Sornette, D. and W.-X. Zhou, The US 2000-2002 Market Descent: How Much Longer and Deeper? Quantitative Finance 2, 2002. 6: p. 468-481.
    16. Vandewalle, N., et al., Visualizing the log-periodic pattern before crashes. The European Physical Journal B, 1999. 9(2): p. 355-359.
    17. Feigenbaum, J.A. and P.G.O. Freund, Discrete Scale Invariance in Stock Markets Before Crashes. International Journal of Modern Physics B, 1996. 10(27): p. 3737-3745.
    18. Gnacinski, P. and D. Makowiec, Another type of log-periodic oscillations on Polish stock market? Physica A, 2004. 344(1-2): p. 322-325.
    19. Vandewalle, N., et al., How the financial crash of October 1997 could have been predicted. European Physical Journal B, 1998. 4(2): p. 139-141.
    20. Press, W.H., Numerical Recipes in C++: The Art of Scientific Computing. 2 ed. 2002: Cambridge University Press.
    21. Amemiya, T., Advanced Econometrics. 1 ed. 1985: Harvard University Press.
    22. Sornette, D. and W. Zhou, The US 2000-2002 Market Descent: How Much Longer and Deeper? Quantitative Finance 2, 2002. 6: p. 468-481.
    23. 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.
    Description: 碩士
    國立政治大學
    國際經營與貿易研究所
    97351031
    99
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0097351031
    Data Type: thesis
    Appears in Collections:[國際經營與貿易學系 ] 學位論文

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