A fully consistent, minimal model for non-linear market impact

被引:43
作者
Donier, J. [1 ,2 ]
Bonart, J. [1 ,3 ]
Mastromatteo, I. [4 ]
Bouchaud, J. -P. [1 ,3 ]
机构
[1] Capital Fund Management, F-75007 Paris, France
[2] Univ Paris 06, Lab Probabilites & Modeles Aleatoires, Paris, France
[3] Univ London Imperial Coll Sci Technol & Med, CFM Imperial Inst Quantitat Finance, Dept Math, London SW7 2RH, England
[4] Ecole Polytech, CNRS, Ctr Math Appl, UMR7641, F-91128 Palaiseau, France
关键词
Limit order book; Market impact model; Price formation; Non-arbitrage; Reaction-diffusion; Market microstructure; PRICE; FLUCTUATIONS;
D O I
10.1080/14697688.2015.1040056
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We propose a minimal theory of non-linear price impact based on the fact that the (latent) order book is locally linear, as suggested by reaction-diffusion models and general arguments. Our framework allows one to compute the average price trajectory in the presence of a meta-order that consistently generalizes previously proposed propagator models. We account for the universally observed square-root impact law, and predict non-trivial trajectories when trading is interrupted or reversed. We prove that our framework is free of price manipulation and that prices can be made diffusive (albeit with a generic short-term mean-reverting contribution). Our model suggests that prices can be decomposed into a transient 'mechanical' impact component and a permanent 'informational' component.
引用
收藏
页码:1109 / 1121
页数:13
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