Math 2.0

Probability theory and stochastic processes Definition

Local martingale

Builds on FiltrationAdapted processStopping timeStopped processMartingale

Definition

Let (Ω,ℱ,P)(\Omega, \mathcal{F}, P) be a probability space with a filtration (ℱt)t≥0(\mathcal{F}_t)_{t \ge 0}. Let (Xt)t≥0(X_t)_{t \ge 0} be a real adapted process with càdlàg paths. XX is a local martingale if there is a sequence (τn)n≥1(\tau_n)_{n \ge 1} of stopping times such that:

  1. τ1≤τ2≤…\tau_1 \le \tau_2 \le \dots almost surely.
  2. τn→∞\tau_n \to \infty almost surely as n→∞n \to \infty.
  3. For each nn, the stopped process Xτn=(Xt∧τn)t≥0X^{\tau_n} = (X_{t \wedge \tau_n})_{t \ge 0} is a martingale.

Such a sequence (τn)(\tau_n) is called a localising sequence.

Remarks

Every càdlàg martingale XX is a local martingale: take τn=n\tau_n = n, since a stopped martingale is a martingale by optional stopping. The deterministic process Xt=tX_t = t is adapted and continuous but is not a local martingale. Indeed, clause 3 would give E[t∧τn]=0E[t \wedge \tau_n] = 0 for all tt, so τn=0\tau_n = 0 almost surely, contradicting clause 2. A local martingale need not be a martingale: if BB is a three-dimensional Brownian motion started at x≠0x \ne 0, then 1/∣Bt∣1/\abs{B_t} is a local martingale but not a martingale. A non-negative local martingale is a supermartingale, by Fatou's lemma. Some authors require clause 3 only for Xτn−X0X^{\tau_n} - X_0, or for Xτn𝟏{τn>0}X^{\tau_n} \mathbf{1}\{\tau_n > 0\}, so that X0X_0 need not be integrable.

Reading path

To understand this page from the ground up, read these 52 pages in order. The foundations come first.

  1. Adapted process concept
  2. Construction of the reals from Cauchy sequences concept
  3. Element definition
  4. Filtration concept
  5. Integers object
  6. Ordered field definition
  7. Proposition concept
  8. Random experiment concept
  9. Rational numbers object
  10. Real numbers object
  11. Stopped process concept
  12. Stopping time concept
  13. Set definition
  14. Ring of integers statement
  15. Disjunction definition
  16. Implication definition
  17. Predicate definition
  18. Ordered pair definition
  19. Union definition
  20. Sample space definition
  21. Existential quantifier definition
  22. Universal quantifier definition
  23. The rationals form a field statement
  24. Cartesian product definition
  25. Subset definition
  26. Uniqueness quantifier definition
  27. The rationals form an ordered field statement
  28. Binary relation definition
  29. Universal set definition
  30. Power set definition
  31. Order on the reals definition
  32. Function definition
  33. Complement definition
  34. Interval definition
  35. Injective function definition
  36. Preimage of a set definition
  37. Sigma-algebra definition
  38. Countable set definition
  39. Event definition
  40. Borel sigma-algebra definition
  41. Probability axioms concept
  42. Probability measure definition
  43. Probability space definition
  44. Conditional probability definition
  45. Random variable definition
  46. Discrete random variable definition
  47. Stochastic process concept
  48. Random variable with a density definition
  49. Expected value definition
  50. Conditional expectation definition
  51. Martingale definition
  52. Local martingale definition

Where this leads

5 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Local_martingale
About this page
TagZWJ9G89W3T
URIm2://ZWJ9G89W3T
Kinddefinition
WritingW0 stub
MSC60G44, 60G48
DefinesLocal martingale
UsesFiltration, Adapted process, Stopping time, Stopped process, Martingale
Changed2 November 2026

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