The stochastic bifurcation behaviour of speculative financial markets

Carl Chiarella*, Xue Zhong He, Duo Wang, Min Zheng

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

36 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)3837-3846
Number of pages10
JournalPhysica A: Statistical Mechanics and its Applications
Volume387
Issue number15
DOIs
Publication statusPublished - 15 Jun 2008
Externally publishedYes

Keywords

  • Heterogeneous agents
  • Invariant measures
  • Random dynamical systems
  • Speculative behaviour
  • Stochastic bifurcations

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