Fry, J. M. (2010): Bubbles and crashes in finance: A phase transition from random to deterministic behaviour in prices.
Preview |
PDF
MPRA_paper_24778.pdf Download (133kB) | Preview |
Abstract
We develop a rational expectations model of financial bubbles and study ways in which a generic risk-return interplay is incorporated into prices. We retain the interpretation of the leading Johansen-Ledoit-Sornette model, namely, that the price must rise prior to a crash in order to compensate a representative investor for the level of risk. This is accompanied, in our stochastic model, by an illusion of certainty as described by a decreasing volatility function. As the volatility function goes to zero, crashes can be seen to represent a phase transition from stochastic to deterministic behaviour in prices.
Item Type: | MPRA Paper |
---|---|
Original Title: | Bubbles and crashes in finance: A phase transition from random to deterministic behaviour in prices. |
Language: | English |
Keywords: | financial crashes; super-exponential growth; illusion of certainty; housing-bubble |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods C - Mathematical and Quantitative Methods > C0 - General > C00 - General E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E37 - Forecasting and Simulation: Models and Applications |
Item ID: | 24778 |
Depositing User: | John Fry |
Date Deposited: | 04 Sep 2010 01:56 |
Last Modified: | 26 Sep 2019 22:06 |
References: | Sornette, D. and Malevergne, Y. (2001) From rational bubbles to crashes Physica A 299 40-59. Sornette, D. and Johansen, A., (1997) Large financial crashes Physica A 245 411-422. Johansen, A., Ledoit, O. and Sornette, D. (2000) Crashes as critical points International Journal of Theoretrical and Applied Finance 3, 219-255. Johansen, A. (2004) Origins of crashes in 3 US stock markets: shocks and bubbles Physica A. 338 135-142. Laloux, L., Potters, M., Cont, R., Aguilar, J.-P and Bouchaud, J.-P. (1999) Are financial crashes predictable? Europhysics Letters 45 1-5. Johansen, A. (2002) Comment on ``Are financial crashes predictable?" Europhysics Letters 60 809-810. Feigenbaum1996}Feigenbaum, J. A. and Freund, P. G. O. (1996) Discrete scale invariance in stock markets before crashes International Journal of Modern Physics B 10 346-360. Feigenbaum, J. A. (2001a) A statistical analysis of log-periodic precursors to financial crashes Quantative Finance 1 346-360. Feigenbaum, J. (2001b) More on a statistical analysis of log-periodic precursors to financial crashes Quantative Finance1 527-532 . Chang, G., and Feigenbaum, J. (2006) A Bayesian analysis of log-periodic precursors to financial crashes Quantative Finance 6 15-36. Chang, G., and Feigenbaum, J. (2008) Detecting log-periodicity in a regime-switching model of stock returns Quantative Finance 8 723-738. Sornette, D. (1998) Discrete scale invariance and complex dimensions Physics Reports 297 239-270. Zhou, W-X. and Sornette, D. (2006) Fundamental factors versus herding in the 2002-2005 US stock market and prediction Physica A 360 459-482. Cont, R. and Tankov, P. Financial modelling with jump processes. Chapman and Hall/CRC, Boca Raton London Hiedelberg Washington DC (2004). Sornette, D. and Andersen, J-V. (2002) A nonlinear super-exponential rational model of speculative financial bubbles. International Journal of Modern Physics C 17 171-188. Andersen, J-V., and Sornette, D. (2004) Fearless versus fearful speculative financial bubbles. Physica A, 337 565-585. Zhou, W-X. and Sornette, D. (2003) 2000–2003 real estate bubble in the UK but not in the USA Physica A 329 249-262. Fry, J. M. (2008) Statistical modelling of financial crashes. PhD thesis, Department of Probability and Statistics, University of Sheffield. Yeomans, J. M. (1992) Statistical mechanics of phase transitions, Oxford University Press. Cox, D. R. and Oakes, D. (1984) Analysis of survival data. Chapman and Hall/CRC, Boca Raton London New York Washington, D. C. Campbell, J. Y., Lo., A., and MacKinlay, J. A. C. (1997) The econometrics of financial markets, Princeton University Press, Princeton. Black, A., Fraser, P., and Hoseli, M. (2006) House prices, fundamentals and bubbles Journal of Business Finance and Accounting 33 1535-1555. Hott, C. and Monnin, P. (2008) Fundamental real estate prices: An empirical estimation with international data, Journal of Real Estate and Financial Economics 36 427-450 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/24778 |