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Fluctuations and response in financial markets: the subtle nature of `random' price changes

Jean-Philippe Bouchaud·Yuval Gefen·Marc Potters·Matthieu Wyart
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Abstract

Using Trades and Quotes data from the Paris stock market, we show that the random walk nature of traded prices results from a very delicate interplay between two opposite tendencies: long-range correlated market orders that lead to super-diffusion (or persistence), and mean reverting limit orders that lead to sub-diffusion (or anti-persistence). We define and study a model where the price, at any instant, is the result of the impact of all past trades, mediated by a non constant `propagator' in time that describes the response of the market to a single trade. Within this model, the market is shown to be, in a precise sense, at a critical point, where the price is purely diffusive and the average response function almost constant. We find empirically, and discuss theoretically, a fluctuation-response relation. We also discuss the fraction of truly informed market orders, that correctly anticipate short term moves, and find that it is quite small.

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Jean-Philippe Bouchaud, Yuval Gefen, Marc Potters, Matthieu Wyart. 2003-08-25. Fluctuations and response in financial markets: the subtle nature of `random' price changes. https://doi.org/10.1088/1469-7688%2F4%2F2%2F007

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