Quantij quantitative finance education and research

Monte Carlo Option Pricing in Python

Build a reproducible Monte Carlo option pricer in Python with standard errors, antithetic variates and convergence checks.

What this page covers

  • Risk-neutral simulation
  • Standard errors and confidence intervals
  • Antithetic variates and convergence checks
  • Comparison with analytical prices