Bayer, Christian; Pelizzari, Luca; Schoenmakers, John - In: Finance and Stochastics 29 (2025) 4, pp. 981-1014
We propose two signature-based methods to solve an optimal stopping problem – that is, to price American options – in …-Markovian generalisation of the famous Longstaff–Schwartz algorithm, using linear functionals of the signature as regression basis. For the … dual formulation, we parametrise the space of square-integrable martingales using linear functionals of the signature and …