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MLiq a meta liquidity measure

Darolles, Serge; Dudek, Jérémy; Le Fol, Gaëlle (2012), MLiq a meta liquidity measure, Computational and Financial Econometrics (CFE'12), 2012-12, Oviedo, SPAIN

Type
Communication / Conférence
Date
2012
Conference title
Computational and Financial Econometrics (CFE'12)
Conference date
2012-12
Conference city
Oviedo
Conference country
SPAIN
Metadata
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Author(s)
Darolles, Serge

Dudek, Jérémy

Le Fol, Gaëlle
Abstract (EN)
The last crisis sheds light on the importance to consider liquidity risk in the financial industry. Indeed, liquidity had a predominant role in propagating the turmoil. In contrast, controlling for liquidity is a difficult task. The definition of liquidity links different dimensions that are impossible to fully capture together. As a consequence, there exist a lot of liquidity measures and we find in the literature some solutions to take into account more than one dimension of liquidity but also liquidity measures considering a long lasting liquidity problem. In this paper, we focus on drastic illiquidity events, i.e liquidity problems reported by several liquidity measures simultaneously. We propose a Meta-Measure of liquidity called MLiq and defined as the probability to be in a state of high liquidity risk. We use a multivariate model allowing to measure correlations between liquidity measures jointly with a state-space model that endogenously defines the illiquid periods.
Subjects / Keywords
Correlations; Regime Switching models; Liquidity Risk Management; Liquidity measure; Liquidity
JEL
G01 - Financial Crises
G15 - International Financial Markets
C01 - Econometrics
C32 - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models

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