Bernd Rockinger is a prominent figure in quantitative finance, particularly known for his contributions to volatility modeling and risk management. He currently holds a professorship at the École Polytechnique Fédérale de Lausanne (EPFL) in Switzerland, where he leads research focusing on financial econometrics and related fields.
Rockinger’s research is characterized by its mathematical rigor and practical relevance. He has published extensively in leading academic journals, covering a wide range of topics within financial econometrics. One of his most influential contributions is the development of the Asymmetric Power GARCH (APARCH) model, which is widely used in the financial industry to forecast volatility. The APARCH model extends the standard GARCH (Generalized Autoregressive Conditional Heteroskedasticity) framework by allowing for asymmetry in the response of volatility to positive and negative shocks. This asymmetry is crucial because empirical evidence suggests that negative shocks (e.g., bad news) tend to have a larger impact on volatility than positive shocks (e.g., good news) of the same magnitude. The APARCH model provides a flexible and statistically sound way to capture this phenomenon.
Beyond volatility modeling, Rockinger’s research spans various areas, including portfolio optimization, risk management, and the analysis of high-frequency financial data. He has explored topics such as Value-at-Risk (VaR) estimation, Expected Shortfall (ES) calculation, and the impact of market microstructure on asset prices. His work often involves the development of new econometric techniques and the application of existing techniques to novel financial problems.
Rockinger’s expertise is highly sought after by both academic institutions and financial institutions. He frequently presents his research at international conferences and workshops, and he serves as a consultant to financial firms. His work has had a significant impact on the way financial risk is measured and managed in practice. He has also been involved in developing and teaching advanced courses in financial econometrics and risk management, mentoring numerous students who have gone on to successful careers in academia and the financial industry.
In summary, Bernd Rockinger is a leading figure in quantitative finance, renowned for his contributions to volatility modeling, risk management, and financial econometrics. His APARCH model is a widely used tool for forecasting volatility, and his research has had a significant impact on both academic understanding and practical application in the financial industry. He continues to be an active researcher and educator, shaping the future of quantitative finance.