Cross-impact of order flow imbalance in equity markets

被引:5
|
作者
Cont, Rama [1 ,2 ]
Cucuringu, Mihai [1 ,3 ,4 ,5 ]
Zhang, Chao [1 ,3 ,4 ]
机构
[1] Univ Oxford, Math Inst, Oxford, England
[2] Oxford Suzhou Ctr Adv Res, Suzhou, Peoples R China
[3] Univ Oxford, Dept Stat, Oxford, England
[4] Univ Oxford, Oxford Man Inst Quantitat Finance, Oxford, England
[5] Alan Turing Inst, London, England
关键词
Market impact; Cross-impact; Order flow imbalance; Return prediction; STATISTICAL ARBITRAGE; INFORMATION-CONTENT; PRICES;
D O I
10.1080/14697688.2023.2236159
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We investigate the impact of order flow imbalance (OFI) on price movements in equity markets in a multi-asset setting. First, we propose a systematic approach for combining OFIs at the top levels of the limit order book into an integrated OFI variable which better explains price impact, compared to the best-level OFI. We show that once the information from multiple levels is integrated into OFI, multi-asset models with cross-impact do not provide additional explanatory power for contemporaneous impact compared to a sparse model without cross-impact terms. On the other hand, we show that lagged cross-asset OFIs do improve the forecasting of future returns. We also establish that this lagged cross-impact mainly manifests at short-term horizons and decays rapidly in time.
引用
收藏
页码:1373 / 1393
页数:21
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