The Simple Econometrics of Tail Dependence
Maarten R.C. Van Oordt
De Nederlandsche Bank
De Nederlandsche Bank; Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE)
May 1, 2011
De Nederlandsche Bank Working Paper No. 296
The aim of this paper is to show that measures on tail dependence can be estimated in a convenient way by regression analysis. This yields the same estimates as the non-parametric method within the multivariate Extreme Value Theory framework. The advantage of the regression approach is contained by its straightforward extension to the estimation of higher dimensional tail dependence. We provide an example on international stock markets. The regression approach to tail dependence can be applied to estimate several measures of systemic importance of financial institutions in the literature.
Number of Pages in PDF File: 19
Keywords: Tail dependence, Regression analysis, Extreme Value Theory, Systemic risk
JEL Classification: C14, C58working papers series
Date posted: October 31, 2011
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