Financial Symmetry and Moods in the Market

被引:5
|
作者
Savona, Roberto [1 ]
Soumare, Maxence [2 ]
Andersen, Jorgen Vitting [3 ]
机构
[1] Univ Brescia, Dept Econ & Management, Brescia, Italy
[2] Univ Nice Sophia Antipolis, Lab JA Dieudonne, F-06189 Nice, France
[3] Univ Paris 01, CNRS, Ctr Econ Sorbonne, Paris, France
来源
PLOS ONE | 2015年 / 10卷 / 04期
关键词
ORDER IMBALANCE; MINORITY GAME; DYNAMICS; BEHAVIOR; RETURNS; AGENTS; MODEL;
D O I
10.1371/journal.pone.0118224
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper studies how certain speculative transitions in financial markets can be ascribed to a symmetry break that happens in the collective decision making. Investors are assumed to be bounded rational, using a limited set of information including past price history and expectation on future dividends. Investment strategies are dynamically changed based on realized returns within a game theoretical scheme with Nash equilibria. In such a setting, markets behave as complex systems whose payoff reflect an intrinsic financial symmetry that guarantees equilibrium in price dynamics (fundamentalist state) until the symmetry is broken leading to bubble or anti-bubble scenarios (speculative state). We model such two-phase transition in a micro-to-macro scheme through a Ginzburg-Landau-based power expansion leading to a market temperature parameter which modulates the state transitions in the market. Via simulations we prove that transitions in the market price dynamics can be phenomenologically explained by the number of traders, the number of strategies and amount of information used by agents, all included in our market temperature parameter.
引用
收藏
页数:21
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