financialkit.monte_carlo#

Crude Monte Carlo with error bars, stratification, importance sampling, antithetic, control and moment-matched variates, Latin hypercubes, Halton and Sobol QMC, likelihood-ratio and pathwise Greeks, and multilevel Monte Carlo.

History

The foundational breakthroughs behind this subpackage, linked to the implementation.

Breakthroughs in Monte Carlo Methods
Examples

Runnable tutorials and the full example gallery.

Examples
API reference

Every public class and function.

financialkit.monte_carlo