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Empirical symptoms of catastrophic bifurcation transitions on financial markets: A phenomenological approach Marzena Kozłowska, Tomasz Gubiec, Ryszard Kutner, Tomasz Werner Faculty of Physics, University of Warsaw and Zbigniew Struzik University of Tokyo & RIKEN Brain Science Institute, Japan VII Sympozjum Fizyki w Ekonomii I Naukach Społecznych UMCS Lublin, 14-17 May 2014
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Abrupt climate change
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Catastrophic (critical) bifurcation transition in a real life. M. Scheffer et al., Nature 491 (2009), 53-59 In medicine: epileptic seizure and asthma attack. In geophysics: earth quake, volcano eruption, abrupt shift in ocean circulation or in climate. In ecosystem degradation: changes in states of coral reefs, colaps of vegetation in semi-arid ecosystem. In physics: first order phase transitrions.
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Index WIG of the Warsaw Stock Exchange (GPW) 2004-02-06 – 2007-07-06 - 2009-05-18. Here, we consider the lhs bubble
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DAX: 2003-09-04 – 2007-07-13 - 2009-07-01. Here, we consider the lhs bubble
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Beginning of new single-family house-buildings in US 1990-01 - 2009-03
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Detrended signal and stochastic dynamics
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The n oise of signal WIG 2004.02.06 - 2007.07.06
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Sale of new single-family houses in US 1990-01 - 2009-03
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WIG: variance (monthly sample average). Definition of threshold by spike
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WIG: accumulative variance. Bimodal situation
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Detrended successive signals for WIG. Two time scales: (i) daily t (fast) one and (ii) monthly (slow) one. Too large data dispersion for nonlinear analysis
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Application of catastrophe theory to financial markets. Hypothesis: catastrophic bifurcation transition Complete approach requires nonlinear analysis
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Application of catastrophe theory to financial markets. Catastrophic (critical) slowing down
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Catastrophic bifurcation transition: force f and potential U
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Plot of recovery rate
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WIG: (Sub)catastrophic bifurcation transition ALERT: invstors should leave such a stock market
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DAX: (Sub)catastrophic bifurcation transition ALERT: invstors should leave such a stock market
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General conclusion: schematic scenario of stock market evolution generated by bifurcation transitions
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