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This book is a compilation of articles that have been published in Invesco's Risk & Reward publication. The focus of these articles were twofold. First, the inadequacies of the conventional tools are outlined. In particular, the assumption of independent identical normally distributed returns is ill-suited to the realities of the financial markets. Second, complex methodologies, such as risk modelling using Copulas, as well as practice-oriented means of risk approximation are explained from a conceptional point of view, such to provide the reader with a basic understanding of these techniques. The aim throughout is to modify distribution assessments in such a way to render Value-at-Risk and Expected Shortfall more useful in practical risk management. A German version of this book has been made available, too. Aside from the other channels, these books can directly be ordered from the publisher by following the link as shown by the cover image on the top right.


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