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We examine how sensitive the new performance indexes incorporating high moments and disaster risk are to disaster risk. The new performance indexes incorporating high moments and disaster risk are the Aumann-Serrano performance index and Foster-Hart performance index proposed by Kadan and Liu....
Persistent link: https://www.econbiz.de/10013200709
We give a precise operational definition to three requirements the Basel Committee on Banking Supervision specifies for stress tests: Plausibility and severity of stress scenarios as well as suggestiveness of risk reducing actions. The basic idea of our approach is to define a suitable region of...
Persistent link: https://www.econbiz.de/10013370067
We examine how sensitive the new performance indexes incorporating high moments and disaster risk are to disaster risk. The new performance indexes incorporating high moments and disaster risk are the Aumann-Serrano performance index and Foster-Hart performance index proposed by Kadan and Liu....
Persistent link: https://www.econbiz.de/10012483189
Persistent link: https://www.econbiz.de/10012388367
Persistent link: https://www.econbiz.de/10014471878
Value-at-Risk (VaR) and Expected Shortfall (ES) are common high quantile-based risk measures adopted in financial regulations and risk management. In this paper, we propose a tail risk measure based on the most probable maximum size of risk events (MPMR) that can occur over a length of time....
Persistent link: https://www.econbiz.de/10014433723
We propose a new method for analysing multiperiod stress scenarios for portfolio credit risk more systematically than in the current practice of macro stress testing. Our method quantifies the plausibility of scenarios by considering the distance of the stress scenario from an average scenario....
Persistent link: https://www.econbiz.de/10008471566
(PCA). The European Union countries are being encouraged to adopt PCA by policy analysts who explicitly call for its … adoption. To date, most of the discussion on PCA has focused on its overall merits. This paper focuses on the preconditions … needed for the adoption of an effective PCA. These preconditions include conceptual elements such as a prudential supervisory …
Persistent link: https://www.econbiz.de/10010292333
Principal Component Analysis (PCA) is a common procedure for the analysis of financial market data, such as implied … volatility smiles or interest rate curves. Recently, Pelsser and Lord [11] raised the question whether PCA results may not be … with foreign exchange option markets. For this matrix structure, PCA effects which are interpreted as shift, skew and …
Persistent link: https://www.econbiz.de/10010301713
Partition-based feature extraction is widely used in the pattern recognition and computer vision. This method is robust to some changes like occlusion, background, etc. In this article, a partition-based technique is used for feature extraction and extension of HMM is used as a classifier. The...
Persistent link: https://www.econbiz.de/10012042737