Generative Pricing of Basket Options via Signature-Conditioned Mixture Density Networks

Hasib Uddin Molla, Antony Ware, Ilnaz Asadzadeh +1

We present a generative framework for pricing European-style basket options by learning the conditional terminal distribution of the log arithmetic-weighted basket return. A Mixtur…