Martingale Theory

Doob decomposition, optional stopping, and convergence theorems.


foundation tier

Martingale Theory. Doob decomposition, optional stopping, and convergence theorems.

Foundations and canonical references

The standard treatments of martingale theory approach the subject from complementary angles. Williams, Probability with Martingales (1991) is the anchor reference for the subject and lays out the core definitions, theorems, and worked examples that practitioners return to.

Open methodological questions for martingale theory include sharpening the bridges between foundational theory and computational practice, extending classical results to broader or more structured settings, and integrating the techniques surveyed above with adjacent mathematical disciplines. The references listed in this page are the entry points that current work builds on.

Prerequisites

Sources

  • textbook · primary · 1991
    Probability with Martingales
    williams-1991

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