Economy – Quantitative Finance – Trading and Market Microstructure
Scientific paper
2009-02-24
Economy
Quantitative Finance
Trading and Market Microstructure
18 pages, 7 figures
Scientific paper
We introduce a microscopic model for the dynamics of the order book to study how the lack of liquidity influences price fluctuations. We use the average density of the stored orders (granularity $g$) as a proxy for liquidity. This leads to a Price Impact Surface which depends on both volume $\omega$ and $g$. The dependence on the volume (averaged over the granularity) of the Price Impact Surface is found to be a concave power law function $<\phi(\omega,g)>_g\sim\omega^\delta$ with $\delta\approx 0.59$. Instead the dependence on the granularity is $\phi(\omega,g|\omega)\sim g^\alpha$ with $\alpha\approx-1$, showing a divergence of price fluctuations in the limit $g\to 0$. Moreover, even in intermediate situations of finite liquidity, this effect can be very large and it is a natural candidate for understanding the origin of large price fluctuations.
Alfi V.
Cristelli Matthieu
Pietronero Luciano
Zaccaria Andrea
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