Pricing kernels implicit in option prices play a key role in assessing the risk aversion over equity returns. We deal with nonparametric estimation of the pricing kernel (Empirical Pricing Kernel) given by the ratio of the risk-neutral density estimator and the subjective density estimator. The...

Dimension reduction techniques for functional data analysis model and approximate smooth random functions by lower dimensional objects. In many applications the focus of interest lies not only in dimension reduction but also in the dynamic behaviour of the lower dimensional objects. The most...

In this paper we will be estimating risk-neutral densities (RND) for the largest euro area stock market (the index of which is the German DAX), reporting their statistical properties, and evaluating their forecasting performance. We have applied an innovative test procedure to a new, rich, and...

Seit einigen Jahren setzen auch deutsche Unternehmen zunehmend Aktienoptionen als *" Entlohnungsinstrument ein. Wie werden Aktienoptionen gegenwärtig steuerlich behandelt? Besteht im Zuge der Steuerreform ein steuerpolitischer Handlungsbedarf?

While in the US stock-based incentives are commonly used since the 50s of the last century, in Germany they were invented only some ten years ago. Even in 1996 firms faced considerable regulatory difficulties when willing to grant such incentives. In the meantime the legal environment has...