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Empirical symptoms of catastrophic bifurcation transitions on financial markets: A phenomenological approach Marzena Kozłowska, Tomasz Gubiec, Ryszard.

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Presentation on theme: "Empirical symptoms of catastrophic bifurcation transitions on financial markets: A phenomenological approach Marzena Kozłowska, Tomasz Gubiec, Ryszard."— Presentation transcript:

1 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

2 Abrupt climate change

3 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.

4 Index WIG of the Warsaw Stock Exchange (GPW) 2004-02-06 – 2007-07-06 - 2009-05-18. Here, we consider the lhs bubble

5 DAX: 2003-09-04 – 2007-07-13 - 2009-07-01. Here, we consider the lhs bubble

6 Beginning of new single-family house-buildings in US 1990-01 - 2009-03

7 Detrended signal and stochastic dynamics

8 The n oise of signal WIG 2004.02.06 - 2007.07.06

9 Sale of new single-family houses in US 1990-01 - 2009-03

10 WIG: variance (monthly sample average). Definition of threshold by spike

11 WIG: accumulative variance. Bimodal situation

12 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

13 Application of catastrophe theory to financial markets. Hypothesis: catastrophic bifurcation transition Complete approach requires nonlinear analysis

14 Application of catastrophe theory to financial markets. Catastrophic (critical) slowing down

15 Catastrophic bifurcation transition: force f and potential U

16 Plot of recovery rate

17 WIG: (Sub)catastrophic bifurcation transition ALERT: invstors should leave such a stock market

18 DAX: (Sub)catastrophic bifurcation transition ALERT: invstors should leave such a stock market

19 General conclusion: schematic scenario of stock market evolution generated by bifurcation transitions


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