Risk evaluation with enhanced covariance matrix |
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Authors: | Krzysztof Urbanowicz Peter Richmond |
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Institution: | a Faculty of Physics and Centre of Excellence for Complex Systems Research, Warsaw University of Technology, Koszykowa 75, PL-00-662 Warsaw, Poland b School of Physics, Trinity College, Dublin 2, Ireland |
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Abstract: | We propose a route for the evaluation of risk based on a transformation of the covariance matrix. The approach uses a ‘potential’ or ‘objective’ function. This allows us to rescale data from different assets (or sources) such that each data set then has similar statistical properties in terms of their probability distributions. The method is tested using historical data from both the New York and Warsaw stock exchanges. |
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Keywords: | 05 45 Tp 89 65 Gh |
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