Liquidity-adjusted Intraday Value at Risk modeling and risk management: An application to data from Deutsche Börse

B-Tier
Journal: Journal of Banking & Finance
Year: 2015
Volume: 59
Issue: C
Pages: 202-219

Authors (3)

Dionne, Georges (HEC Montréal (École des Hautes...) Pacurar, Maria (not in RePEc) Zhou, Xiaozhou (not in RePEc)

Score contribution per author:

0.673 = (α=2.02 / 3 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

This paper develops a high-frequency risk measure: the Liquidity-adjusted Intraday Value at Risk (LIVaR). Our objective is to explicitly consider the endogenous liquidity dimension associated with order size. By reconstructing the open Limit Order Book of Deutsche Börse, changes in the tick-by-tick (ex-ante) frictionless return and actual return are modeled jointly. The risk related to the ex-ante liquidity premium is then quantified. Our model can be used to identify the impact of ex-ante liquidity risk on total risk, and to provide an estimation of the VaR for the actual return at a point in time. In our sample, liquidity risk can account for up to 32% of total risk depending on order size.

Technical Details

RePEc Handle
repec:eee:jbfina:v:59:y:2015:i:c:p:202-219
Journal Field
Finance
Author Count
3
Added to Database
2026-01-25