Fry, J. M. (2009): Bubbles and contagion in English house prices.
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Using methods originating from statistical physics we model bubbles in English house prices. It is found that there was a nationwide housing bubble 2002-2007. Typically prices were 30-40% over-valued and fell around 20%. London is atypical in that the level of over-pricing was lower, only around 20%, and experienced a drop in prices of only around 15%. There is some suggestion of contagious effects, with the bubble in London affecting prices in Yorkshire and the North.
|Item Type:||MPRA Paper|
|Original Title:||Bubbles and contagion in English house prices|
|Keywords:||financial crashes; super-exponential growth; illusion of certainty; contagion; housing-bubble; Enlish house prices|
|Subjects:||C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C53 - Forecasting and Prediction Methods ; Simulation Methods
C - Mathematical and Quantitative Methods > C0 - General
R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R11 - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General
|Depositing User:||John Fry|
|Date Deposited:||07 Oct 2009 18:43|
|Last Modified:||07 Oct 2016 14:35|
Andersen, J-V., and Sornette, D. (2004) Fearless versus fearful speculative financial bubbles. Physica A, 337 565-585.
Bingham, N. H., and Fry, J. M. (2010) Regression: Linear models in statistics. Springer Undergraduate Mathematics Series, forthcoming.
Black, A., Fraser, P., and Hoesli, M. (2006) House prices, fundamentals and bubbles, J. Bus. Finan. 33, 1535-1555
Case, K. E. and Shiller, R. J. (2005) Comparing wealth effects: The stock market versus the housing market Advances in Macroeconomics 5, 1-32.
Chang, G., and Feigenbaum, J. (2006) A Bayesian analysis of log-periodic precursors to financial crashes Quant. Finan. 6 15-36.
Chang, G., and Feigenbaum, J. (2008) Detecting log-periodicity in a regime-switching model of stock returns Quant. Finan. 8 723-738.
Feigenbaum, J. A. and Freund, P. G. O. (1996) Discrete scale invariance in stock markets before crashes Int. J. Mod. Phys. B10 346-360.
Feigenbaum, J. A. (2001a) A statistical analysis of log-periodic precursors to financial crashes Quant. Finan. 1 346-360.
Feigenbaum, J. (2001b) More on a statistical analysis of log-periodic precursors to financial crashes Quant. Finan. 1 527-532.
Ferrari, E. (2007) Housing market renewal in an era of new housing supply People, place and policy online 1 124-135.
Forbes, K. J. and Rigobon, R. (2002) No contagion, only interdependence: Measuring stock market co-movements, Journal of Finance 57 2223-2261
Fry, J. M. (2009) Statistical modelling of financial crashes: Rapid growth, illusion of certainty and contagion. EERI Research Paper 2009_10 [http://www.eeri.eu/documents/wp/EERI_RP_2009_10.pdf]
Helbing, T., and Terrones, M. (2003) When bubbles burst, in World Economy Outlook pp. 61-96, IMF, Washington D. C.
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
Johansen, A., Ledoit, O. and Sornette, D. (2000) Crashes as critical points Int. J. Theor. and Appl. Finan., 3, 219-255.
Parkinson, M., Ball, M., Blake, N. Key, T. (2009) The credit crunch and regeneration: Impact and implications. An independent report to the department for communities and local government. [http://www.ljmu.ac.uk/MKG_Global_Docs/CLG_Credit_Crunch_Report.pdf]
Sornette, D. (2003) Why stock markets crash. Critical events in complex financial systmes. Princeton University Press, Princeton.
Sornette, D. and Andersen, J-V. (2002) A nonlinear super-exponential rational model of speculative financial bubbles. Int. J. Mod. Phys. C 17 171-188.
Sornette, D. and Johansen, A., (1997) Large financial crashes Physica A, 245, 411-422.
Sornette, D. and Malevergne, Y. (2001) From rational bubbles to crashes Physica A 299 40-59.
Yeomans, J. M. (1992) Statistical mechanics of phase transitions. Clarendon Press, Oxford.
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.
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.