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.
机构:
Univ Massachusetts Boston, McCormack Grad Sch Policy & Global Studies, Boston, MA 02125 USAUniv Massachusetts Boston, McCormack Grad Sch Policy & Global Studies, Boston, MA 02125 USA
机构:
Fed Reserve Board, Washington, DC 20551 USAOhio State Univ, Fisher Sch Business, Columbus, OH 43210 USA
Carey, Mark
Kashyap, Anil K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Booth Sch Business, Chicago, IL 60637 USA
NBER, Cambridge, MA 02138 USA
Fed Reserve Bank Chicago, Chicago, IL 60604 USAOhio State Univ, Fisher Sch Business, Columbus, OH 43210 USA
Kashyap, Anil K.
Rajan, Raghuram
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Booth Sch Business, Chicago, IL 60637 USA
NBER, Cambridge, MA 02138 USAOhio State Univ, Fisher Sch Business, Columbus, OH 43210 USA
Rajan, Raghuram
Stulz, Rene M.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Fisher Sch Business, Columbus, OH 43210 USA
NBER, Cambridge, MA 02138 USA
ECGI, B-1180 Brussels, BelgiumOhio State Univ, Fisher Sch Business, Columbus, OH 43210 USA