TY - JOUR
T1 - A behavioural model of investor sentiment in limit order markets
AU - Chiarella, Carl
AU - He, Xue Zhong
AU - Shi, Lei
AU - Wei, Lijian
N1 - Publisher Copyright:
© 2016 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2017/1/2
Y1 - 2017/1/2
N2 - By incorporating behavioural sentiment in a model of a limit order market, we show that behavioural sentiment not only helps to replicate most of the stylized facts in limit order markets simultaneously, but it also plays a unique role in explaining those stylized facts that cannot be explained by noise trading, such as fat tails in the return distribution, long memory in the trading volume, an increasing and non-linear relationship between trade imbalance and mid-price returns, as well as the diagonal effect, or event clustering, in order submission types. The results show that behavioural sentiment is an important driving force behind many of the well-documented stylized facts in limit order markets.
AB - By incorporating behavioural sentiment in a model of a limit order market, we show that behavioural sentiment not only helps to replicate most of the stylized facts in limit order markets simultaneously, but it also plays a unique role in explaining those stylized facts that cannot be explained by noise trading, such as fat tails in the return distribution, long memory in the trading volume, an increasing and non-linear relationship between trade imbalance and mid-price returns, as well as the diagonal effect, or event clustering, in order submission types. The results show that behavioural sentiment is an important driving force behind many of the well-documented stylized facts in limit order markets.
KW - Behavioural sentiment
KW - Limit order market
KW - Noise trading
KW - Stylized facts
UR - http://www.scopus.com/inward/record.url?scp=84979034863&partnerID=8YFLogxK
U2 - 10.1080/14697688.2016.1184756
DO - 10.1080/14697688.2016.1184756
M3 - Article
AN - SCOPUS:84979034863
SN - 1469-7688
VL - 17
SP - 71
EP - 86
JO - Quantitative Finance
JF - Quantitative Finance
IS - 1
ER -