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In practice, multivariate dependencies between extreme risks are often only assessed in a pairwise way. We propose a test to detect when tail dependence is truly high{dimensional and bivariate simplifications would produce misleading results. This occurs when a significant portion of the...
Persistent link: https://www.econbiz.de/10010402973
exist in similar methods - it doesn’t require neither the estimation of the inverse covariance matrix of ⃗X nor the … estimation of the covariance matrix of ⃗N. -- dimension reduction ; non-Gaussian components ; NGCA …
Persistent link: https://www.econbiz.de/10008663366
Values of tranche spreads of collateralized debt obligations (CDOs) are driven by the joint default performance of the assets in the collateral pool. The dependence between the names in the portfolio mainly depends on current economic conditions. Therefore, a correlation implied from tranches...
Persistent link: https://www.econbiz.de/10009531437
Multi-Scale Spectral Components model for forecasting high-dimensional covariance matrices based on realized measures … decomposition ; mixing frequencies ; factor model ; blocked realized kernel ; covariance prediction ; portfolio optimization …
Persistent link: https://www.econbiz.de/10009306337
Modelling the dynamics of credit derivatives is a challenging task in finance and economics. The recent crisis has shown that the standard market models fail to measure and forecast financial risks and their characteristics. This work studies risk of collateralized debt obligations (CDOs) by...
Persistent link: https://www.econbiz.de/10009763975
Herd behavior is often viewed as a significant threat for the stability and effciency of financial markets. This paper sheds new light on the relevance of herd behavior for observed correlation of trades. We introduce numerical simulations of a herd model to derive theory-guided predictions...
Persistent link: https://www.econbiz.de/10009537329
Common approaches to test for the economic value of directional forecasts are based on the classical Chi-square test for independence, Fisher’s exact test or the Pesaran and Timmerman (1992) test for market timing. These tests are asymptotically valid for serially independent observations....
Persistent link: https://www.econbiz.de/10003796145
over a four-year period covering the 2008 financial crisis. HF-based covariance matrix predictions are obtained by applying …
Persistent link: https://www.econbiz.de/10009714536
Recent studies suggest that the correlation of stock returns increases with decreasing geographical distance. However, there is some debate on the appropriate methodology for measuring the effects of distance on correlation. We modify a regression approach suggested in the literature and...
Persistent link: https://www.econbiz.de/10003828665
Good corporate reputation is seen as one of the most valuable assets. It is believed to cause a multitude of favorable impacts within different stakeholder groups. As a consequence, a multitude of studies analyzed the relationship between corporate reputation and financial performance. However,...
Persistent link: https://www.econbiz.de/10009349184