Dynamic risk management with Markov decision processes
- KIT Scientific Publishing 2008
- 1 electronic resource (XIV, 135 p. p.)
Open Access
An important tool in risk management is the implementation of risk measures. We study dynamic models where risk measures and dynamic risk measures can be applied. In particular, we solve various portfolio optimization problems and introduce a class of dynamic risk measures via the notion of Markov decision processes. Using Bayesian control theory we furthermore derive an extension of the latter setting when we face model uncertainty.
Creative Commons
English
KSP/1000007337 9783866442009
10.5445/KSP/1000007337 doi
Value at Risk Risikomanagement Risikomaß Stochastischer Prozess Portfoliooptimierung