Exact Hurst exponent and crossover behavior in a limit order market model
Physica A 316, 430 (2002) An exclusion particle model is considered as a highly simplified model of a limit order market. Its price behavior reproduces the well known crossover from over-diffusion (Hurst exponent H>1/2) to diffusion (H=1/2) when the time horizon is increased, provided that orders...
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Zusammenfassung: | Physica A 316, 430 (2002) An exclusion particle model is considered as a highly simplified model of a
limit order market. Its price behavior reproduces the well known crossover from
over-diffusion (Hurst exponent H>1/2) to diffusion (H=1/2) when the time
horizon is increased, provided that orders are allowed to be canceled. For
early times a mapping to the totally asymmetric exclusion process yields the
exact result H=2/3 which is in good agreement with empirical data. The
underlying universality class of the exclusion process suggests some robustness
of the exponent with respect to changes in the trading rules. In the crossover
regime the Hurst plot has a scaling property where the bulk
deposition/cancellation rate is the critical parameter. Analytical results are
fully supported by numerical simulations. |
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DOI: | 10.48550/arxiv.cond-mat/0206446 |