In this paper we introduce a novel approach to risk estimation based on nonlinear factor models - the StressVaR (SVaR). Developed to evaluate the risk of hedge funds, the SVaR appears to be applicable to a wide range of investments. The computation of the StressVaR is a 3 step procedure whose...