Monte Carlo-based pricing and Greek estimation toolkit for European, Asian arithmetic, and barrier options under geometric Brownian motion. Includes analytic Black-Scholes benchmarks, ...

Hamiltonian Monte Carlo has proven a remarkable empirical success, but only recently have we begun to develop a rigorous under- standing of why it performs so well on difficult problems and how it is ...