Showing 1 - 7 of 7
dependence is usually taken into account in the actuarial literature by introducing an Archimedean copula. This practice implies …
Persistent link: https://www.econbiz.de/10010857712
We propose a new goodness-of-fit test for copulas, based on empirical copula processes and nonparametric bootstrap … counterparts. The standard Kolmogorov-Smirnov type test for copulas that takes the supremum of the empirical copula process indexed … by orthants is extended by test statistics based on the supremum of the empirical copula process indexed by families of …
Persistent link: https://www.econbiz.de/10010747006
The shocks on a stochastic system can be defined by means of either distribution, or variable. We relate these approaches and provide the link between the global and local effects of both types of shocks. These methodologies are used to perform stress-tests on the portfolio of financial...
Persistent link: https://www.econbiz.de/10010548475
We consider joint estimation of conditional Value-at-Risk (VaR) at several levels, in the framework of general conditional heteroskedastic models. The volatility is estimated by Quasi-Maximum Likelihood (QML) in a first step, and the residuals are used to estimate the innovations quantiles in a...
Persistent link: https://www.econbiz.de/10010796244
In the Basel regulation the required capital of a financial institution is based on conditional measures of the risk of its future equity value such as Value-at-Risk, or Expected Shortfall. In Basel 2 the uncertainty on this equity value is captured by means of changes in asset prices (market...
Persistent link: https://www.econbiz.de/10010747020
We provide a rigorous proof of granularity adjustment (GA) formulas to evaluate loss distributions and risk measures (value-at-risk) in the case of heterogenous portfolios, multiple systematic factors and random recoveries. As a significant improvement with respect to the literature, we detail...
Persistent link: https://www.econbiz.de/10010747023
Standard risk measures, such as the Value-at-Risk (VaR), or the Expected Shortfall, have to be estimated and their estimated counterparts are subject to estimation uncertainty. Replacing, in the theoretical formulas, the true parameter value by an estimator based on n observations of the Profit...
Persistent link: https://www.econbiz.de/10010575237