City Research Online

Abstract

In this paper we develop an order driver market model with heterogeneous traders that imitate each other on different network structures. We assess how imitations among otherway noise traders, can give rise to well known stylized facts such as fat tails and volatility clustering. We examine the impact of communication and imitation on the statistical properties of prices and order flows when changing the networks’ structure, and show that the imitation of a given, fixed agent, called ”guru”, can generate clustering of volatility in the model. We also find a positive correlation between volatility and bid-ask spread, and between fat-tailed fluctuations in asset prices and gap sizes in the order book.

Publication Type:	Article
Additional Information:	Copyright EDP Sciences 2009
Publisher Keywords:	Probability theory, stochastic processes and statistics, Fluctuation phenomena, random processes, noise, and Brownian motion,Economics, econophysics, financial markets, business and management, Social and economic system
Subjects:	H Social Sciences > HB Economic Theory
Departments:	School of Policy & Global Affairs > Economics
Related URLs:	Author
SWORD Depositor:	Symplectic Administrator

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