LSM = Least Squares Monte Carlo

LSM is a numerical method used for valuing American-style derivatives, particularly when there are complex payoff structures. It combines Monte Carlo simulations with regression techniques to estimate the continuation value of options, making it particularly useful for evaluating options with complex early exercise features.