Bubbles and crashes: Gradient dynamics in financial markets

被引:31
|
作者
Friedman, Daniel [1 ]
Abraham, Ralph [2 ]
机构
[1] Univ Calif Santa Cruz, Dept Econ, Santa Cruz, CA 95064 USA
[2] Univ Calif Santa Cruz, Dept Math, Santa Cruz, CA 95064 USA
来源
关键词
Bubbles; Escape dynamics; Time varying risk premium; Constant-gain learning; Agent-based models;
D O I
10.1016/j.jedc.2008.10.006
中图分类号
F [经济];
学科分类号
02 ;
摘要
Fund managers respond to the payoff gradient by continuously adjusting leverage in our analytic and simulation models. The base model has a stable equilibrium with classic properties. However, bubbles and crashes occur in extended models incorporating an endogenous market risk premium based on investors' historical losses and constant-gain learning. When losses have been small for a long time, asset prices inflate as fund managers increase leverage. Then slight losses can trigger a crash, as a widening risk premium accelerates deleveraging and asset price declines. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:922 / 937
页数:16
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