TY - JOUR
T1 - The stochastic bifurcation behaviour of speculative financial markets
AU - Chiarella, Carl
AU - He, Xue Zhong
AU - Wang, Duo
AU - Zheng, Min
N1 - Funding Information:
Financial support from the Australian Research Council (ARC) under a Discovery Grant (DP0450526), the UTS under a Research Excellence Grant, and the National Science Foundation of China (10571003) are gratefully acknowledged.
PY - 2008/6/15
Y1 - 2008/6/15
N2 - This paper establishes a continuous-time stochastic asset pricing model in a speculative financial market with fundamentalists and chartists by introducing a noisy fundamental price. By application of stochastic bifurcation theory, the limiting market equilibrium distribution is examined numerically. It is shown that speculative behaviour of chartists can cause the market price to display different forms of equilibrium distributions. In particular, when chartists are less active, there is a unique equilibrium distribution which is stable. However, when the chartists become more active, a new equilibrium distribution will be generated and become stable. The corresponding stationary density will change from a single peak to a crater-like density. The change of stationary distribution is characterized by a bimodal logarithm price distribution and fat tails. The paper demonstrates that stochastic bifurcation theory is a useful tool in providing insight into various types of financial market behaviour in a stochastic environment.
AB - This paper establishes a continuous-time stochastic asset pricing model in a speculative financial market with fundamentalists and chartists by introducing a noisy fundamental price. By application of stochastic bifurcation theory, the limiting market equilibrium distribution is examined numerically. It is shown that speculative behaviour of chartists can cause the market price to display different forms of equilibrium distributions. In particular, when chartists are less active, there is a unique equilibrium distribution which is stable. However, when the chartists become more active, a new equilibrium distribution will be generated and become stable. The corresponding stationary density will change from a single peak to a crater-like density. The change of stationary distribution is characterized by a bimodal logarithm price distribution and fat tails. The paper demonstrates that stochastic bifurcation theory is a useful tool in providing insight into various types of financial market behaviour in a stochastic environment.
KW - Heterogeneous agents
KW - Invariant measures
KW - Random dynamical systems
KW - Speculative behaviour
KW - Stochastic bifurcations
UR - http://www.scopus.com/inward/record.url?scp=42649086027&partnerID=8YFLogxK
U2 - 10.1016/j.physa.2008.01.078
DO - 10.1016/j.physa.2008.01.078
M3 - Article
AN - SCOPUS:42649086027
SN - 0378-4371
VL - 387
SP - 3837
EP - 3846
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
IS - 15
ER -