Physics – Condensed Matter – Statistical Mechanics
Scientific paper
2002-09-30
Physics
Condensed Matter
Statistical Mechanics
5 pages, 3 figures. Proceedings of the 8th conference "Computing in Economics and Finance"
Scientific paper
We discuss the statistical properties of index returns in a financial market just after a major market crash. The observed non-stationary behavior of index returns is characterized in terms of the exceedances over a given threshold. This characterization is analogous to the Omori law originally observed in geophysics. By performing numerical simulations and theoretical modelling, we show that the nonlinear behavior observed in real market crashes cannot be described by a GARCH(1,1) model. We also show that the time evolution of the Value at Risk observed just after a major crash is described by a power-law function lacking a typical scale.
Lillo Fabrizio
Mantegna Rosario Nunzio
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