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.

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   :gutter: 2

   .. grid-item-card:: History
      :link: /history/monte_carlo_breakthroughs
      :link-type: doc

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

   .. grid-item-card:: Examples
      :link: /api/gallery/monte_carlo/index
      :link-type: doc

      Runnable tutorials and the full example gallery.

   .. grid-item-card:: API reference
      :link: /api/monte_carlo
      :link-type: doc

      Every public class and function.