Extreme losses are the major concern in risk management. The dependence between financial assets and the market portfolio changes under extremely adverse market conditions. We develop a measure of systematic tail risk, the tail regression beta , defined by an asset's sensitivity to large negative market shocks, and establish the estimation methodology. We compare it to regular systematic risk measures: the market beta and the downside beta. Furthermore, the tail regression beta is a useful instrument in both portfolio risk management and systemic risk management. We demonstrate its applications in analyzing Value-at-Risk (VaR) and Conditional Value-at-Risk (CoVaR).Tail regression beta; downside risk; Extreme Value Theory; tail dependence; r...
Since Value-at-Risk (VaR) disregards tail losses beyond the VaR boundary, the expected shortfall (ES...
This dissertation has 4 chapters, in which we attempt to explore and analyze the structure of extrem...
Thesis (Ph.D.), Washington State UniversityA central topic in modern financial and insurance mathema...
We test for the presence of a systematic tail risk premium in the cross section of expected returns ...
Market risk modelling is one of the most dynamic domains in finance. Risk is the uncertainty that af...
Abstract: The presence of tail dependencies invalidates the multivariate normality assumptions in po...
International audienceTraditional beta is only a linear measure of overall market risk and places eq...
This is the author accepted manuscript. The final version is available from Elsevier via the DOI in ...
The aim of this paper is to show that measures on tail dependence can be estimated in a convenient w...
This article presents a general framework for identifying and modeling the joint-tail distribution b...
We show theoretically that lower tail dependence (χ), a measure of the probability that a portfolio ...
This article presents a general framework for identifying and modeling the joint-tail distribution b...
We document substantial practitioner interest in measures of the downside tail risk of hedge funds, ...
The file attached to this record is the author's final peer reviewed version. The Publisher's final ...
This thesis investigates different aspects of the impact of extreme downside risk on stock returns. ...
Since Value-at-Risk (VaR) disregards tail losses beyond the VaR boundary, the expected shortfall (ES...
This dissertation has 4 chapters, in which we attempt to explore and analyze the structure of extrem...
Thesis (Ph.D.), Washington State UniversityA central topic in modern financial and insurance mathema...
We test for the presence of a systematic tail risk premium in the cross section of expected returns ...
Market risk modelling is one of the most dynamic domains in finance. Risk is the uncertainty that af...
Abstract: The presence of tail dependencies invalidates the multivariate normality assumptions in po...
International audienceTraditional beta is only a linear measure of overall market risk and places eq...
This is the author accepted manuscript. The final version is available from Elsevier via the DOI in ...
The aim of this paper is to show that measures on tail dependence can be estimated in a convenient w...
This article presents a general framework for identifying and modeling the joint-tail distribution b...
We show theoretically that lower tail dependence (χ), a measure of the probability that a portfolio ...
This article presents a general framework for identifying and modeling the joint-tail distribution b...
We document substantial practitioner interest in measures of the downside tail risk of hedge funds, ...
The file attached to this record is the author's final peer reviewed version. The Publisher's final ...
This thesis investigates different aspects of the impact of extreme downside risk on stock returns. ...
Since Value-at-Risk (VaR) disregards tail losses beyond the VaR boundary, the expected shortfall (ES...
This dissertation has 4 chapters, in which we attempt to explore and analyze the structure of extrem...
Thesis (Ph.D.), Washington State UniversityA central topic in modern financial and insurance mathema...