6533b7d5fe1ef96bd1263c3c
RESEARCH PRODUCT
Statistical analysis of financial returns for a multiagent order book model of asset trading
Wolfgang PaulJohannes J. SchneiderTobias PreisSebastian Golkesubject
Hurst exponentStylized factOrder (exchange)Financial marketLévy distributionOrder bookEconomicsAsset (economics)Market trendMathematical economicsdescription
We recently introduced a realistic order book model [T. Preis, Europhys. Lett. 75, 510 (2006)] which is able to generate the stylized facts of financial markets. We analyze this model in detail, explain the consequences of the use of different groups of traders, and focus on the foundation of a nontrivial Hurst exponent based on the introduction of a market trend. Our order book model supports the theoretical argument that a nontrivial Hurst exponent implies not necessarily long-term correlations. A coupling of the order placement depth to the market trend can produce fat tails, which can be described by a truncated Lévy distribution.
year | journal | country | edition | language |
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2007-07-20 | Physical Review E |