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that the use of a Gaussian copula in credit risk stress testing should not by default be dismissed in favor of a heavy …-tailed copula which is widely recommended in the finance literature. Gaussian copula would be the appropriate choice for estimating … high stress effects under extreme scenarios. Heavy-tailed copulas like the Clayton or the t copula are recommended in the …
Persistent link: https://www.econbiz.de/10011419593
estimation of these two top distributions by using the best data available for Germany. We leverage the bivariate copula to … model. The copula modelling grants the separability in choosing the estimation domain as well as the parametric … model fit with external validation. The copula estimate can help us to perform out-of-sample prediction on the very top of …
Persistent link: https://www.econbiz.de/10012424292
Unification fundamentally changed the terms of quantitative macroeconomic analysis for Germany. Two main areas concerned are data availability for the eastern part of Germany and structural changes within the behavioural equations after unification. Our paper presents results from the estimation...
Persistent link: https://www.econbiz.de/10013428286
We derive multivariate risk-neutral asset distributions for major US financial institutions (FIs) using option implied marginal risk-neutral asset distributions (RNDs) and probabilities of default (PoDs). The multivariate densities are estimated by combining the entropy approach, dynamic copulas...
Persistent link: https://www.econbiz.de/10010405480
The monetary authorities need a future measure of inflation trend to keep on tracking the inflation on target. Many alternatives of the core inflation measure have appeared in the recent literature pretending to avoid the deficiencies of the usual headline inflation index as a predictor. This...
Persistent link: https://www.econbiz.de/10012018615
Persistent link: https://www.econbiz.de/10001636887
This paper investigates how the ordering of variables affects properties of the time-varying covariance matrix in the Cholesky multivariate stochastic volatility model.It establishes that systematically different dynamic restrictions are imposed whenthe ratio of volatilities is time-varying....
Persistent link: https://www.econbiz.de/10012250452
This paper investigates the ability of several generalized Bayesian vector autoregressions to cope with the extreme COVID-19 observations and discusses their impact on prior calibration for inference and forecasting purposes. It shows that the preferred model interprets the pandemic episode as a...
Persistent link: https://www.econbiz.de/10013472790
This paper proposes a test for missing at random (MAR). The MAR assumption is shown to be testable given instrumental variables which are independent of response given potential outcomes. A nonparametric testing procedure based on integrated squared distance is proposed. The statistic's...
Persistent link: https://www.econbiz.de/10011894725
Persistent link: https://www.econbiz.de/10014320179