Dieses Arbeitsbuch dient dem Aufbau und der Auffrischung mathematischer Grundlagen zum Studienbeginn. Es bietet eine systematische, statistikorientierte Aufbereitung der mathematischen Grundlagen sowie eine Fülle von Anwendungsbeispielen und Aufgaben aus dem Umfeld der angewandten Statistik....

Risk measures such as Expected Shortfall (ES) and Value-at-Risk (VaR) have been prominent in banking regulation and financial risk management. Motivated by practical considerations in the assessment and management of risks, including tractability, scenario relevance and robustness, we consider...

In the recent Basel Accords, the Expected Shortfall (ES) replaces the Value-at-Risk (VaR) as the standard risk measure for market risk in the banking sector, making it the most important risk measure in financial regulation. One of the most challenging tasks in risk modeling practice is to...

Motivated by the Basel 3 regulations, recent studies have considered joint forecasts of Value-at-Risk and Expected Shortfall. A large family of scoring functions can be used to evaluate forecast performance in this context. However, little intuitive or empirical guidance is currently available,...