In this paper, we are using Jensen's alpha, Sharpe ratio and multi-factor models to test the performance of hedge funds for the period 1998 to 2003. Hedge fund returns exhibit a high degree of non-linearity and kurtosis. Our results suggest that for the examined period hedge funds provide...