Large large-trader activity weakens the long memory of limit order markets - Archive ouverte HAL
Article Dans Une Revue Market microstructure and liquidity Année : 2019

Large large-trader activity weakens the long memory of limit order markets

Résumé

Using more than 6.7 billions of trades, we explore how the tick-by-tick dynamics of limit order books depends on the aggregate actions of large investment funds on a much larger (quarterly) timescale. In particular, we find that the well-established long memory of market order signs is markedly weaker when large investment funds trade either in a directional way and even weaker when their aggregate participation ratio is large. Conversely, we investigate to what respect a weaker memory of market order signs predicts that an asset is being actively traded by large funds. Theoretical arguments suggest two simple mechanisms that contribute to the observed effect: a larger number of active meta-orders and a modification of the distribution of size of meta-orders. Empirical evidence suggests that the number of active meta-orders is the most important contributor to the loss of market order sign memory.

Dates et versions

hal-02021772 , version 1 (16-02-2019)

Identifiants

Citer

Kevin Primicerio, Damien Challet. Large large-trader activity weakens the long memory of limit order markets. Market microstructure and liquidity, 2019, 04 (01n02), pp.1950004. ⟨10.1142/S2382626619500047⟩. ⟨hal-02021772⟩
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