Learning short-option valuation in the presence of rare events

M. Raberto, G. Cuniberti, E. Scalas +3

We present a neural-network valuation of financial derivatives in the case of fat-tailed underlying asset returns. A two-layer perceptron is trained on simulated prices taking into…