Machine-learning regression methods for American-style path-dependent contracts

Matteo Gambara, Giulia Livieri, Andrea Pallavicini

Evaluating financial products with early-termination clauses, in particular those with path-dependent structures, is challenging. This paper focuses on Asian options, look-back opt…