Almost-sure martingale convergence to a nonintegrable limit
ID: almost-sure-martingale-convergence-to-a-nonintegrable-limit
Let independent increments equal or with probabilities each, and zero otherwise. Every partial sum is integrable and is a martingale. The Borel-Cantelli lemma makes only finitely many increments nonzero almost surely, so has a finite almost-sure limit . Yet : the disjoint events that only the th increment is nonzero have probabilities at least for , and contribute at least each. This does not contradict the martingale convergence theorem, whose integrability conclusion requires a uniform first-moment bound.
// Target: markov-process.bigb
New to topics? Read the docs here!