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2013

Hawkes model for price and trades high-frequency dynamics

Bacry, E., Muzy, J. F

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We introduce a multivariate Hawkes process that accounts for the dynamics of market prices through the impact of market order arrivals at microstructural level.

Our model is a point process mainly characterized by 4 kernels associated with respectively the trade arrival self-excitation, the price changes mean reversion the impact of trade arrivals on price variations and the feedback of price changes on trading activity.
It allows one to account for both stylized facts of market prices microstructure (including random time arrival of price moves, discrete price grid, high frequency mean reversion, correlation functions behavior at various time scales) and the stylized facts of market impact (mainly the concave-square-root-like/relaxation characteristic shape of the market impact of a meta-order).
Moreover, it allows one to estimate the entire market impact profile from anonymous market data.

Hawkes model for price and trades high-frequency dynamics · Around

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W. Feller
1968
Earlier work this paper cites.
A.G. Hawkes
1971
Earlier work this paper cites.
Y. Ogata
1981
Earlier work this paper cites.
A.S. Kyle
1985
Earlier work this paper cites.
W.H. Press, S.A. Teukossky, W.T. Vetterling, and B.P. Flannery
1992
Earlier work this paper cites.
D.J. Daley and D. Vere-Jones
2003
Earlier work this paper cites.
E. Smith, J.D. Farmer, L. Gillemot, and S. Krishnamurthy
2003
Earlier work this paper cites.
J.P. Bouchaud, M. Potters, Y. Gefen, and M. Wyart
2004
Earlier work this paper cites.

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