What Is the Longstaff-Schwartz Method and How Does It Solve the American Option Problem?

The Longstaff-Schwartz method is a popular technique for pricing American options using Monte Carlo simulation. It solves the optimal stopping time problem by using least-squares regression to estimate the conditional expected value of continuing to hold the option at each point in time.

This allows the model to determine the optimal exercise decision along each simulated path.