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Volatility and Time Series EconometricsEssays in Honor of Robert Engle$
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Tim Bollerslev, Jeffrey Russell, and Mark Watson

Print publication date: 2010

Print ISBN-13: 9780199549498

Published to Oxford Scholarship Online: May 2010

DOI: 10.1093/acprof:oso/9780199549498.001.0001

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A New Model for Limit Order Book Dynamics *

A New Model for Limit Order Book Dynamics *

Chapter:
(p.354) 16 A New Model for Limit Order Book Dynamics*
Source:
Volatility and Time Series Econometrics
Author(s):

Jeffrey R. Russell (Contributor Webpage)

Taejin Kim

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780199549498.003.0016

This chapter proposes a model for limit order book dynamics. The model is formulated in a way that separates the modeling problem into a model for the level of the depth, and a model for the distribution of the depth, across specified bins. The decomposition combined with the use of a convenient Probit model allows the dynamics to be interpreted in a particularly simple way. Specifically, the level, average distance of the depth from the midquote, and the flatness or spread of the depth across the bins are modelled. The model for the level of the depth can be taken from off the shelf processes. The new part here is the model for the time-varying multinomial distribution. Simple low order models for the Probit are able to capture the strong temporal dependence in the shape of the distribution of the depth. Several economic variables are considered. Higher volatility predicts that the overall level of the depth will increase, but that depth moves away from the midquote and the distribution tends to flatten out, becoming more disperse.

Keywords:   limit order book, decomposition, probit model, volatility, economic variables

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