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Brownian closed-set hitting times are stopping times
Statement
Assume the Axiom of Choice. Let be a standard Brownian motion all of whose paths are continuous, as in the canonical path-space realization of Wiener measure on continuous path space. Let be a closed set, with , and put Then is a stopping time for the raw natural filtration Natural and usual augmented Brownian filtrations; consequently it is a stopping time for the usual augmentation and for every filtration containing . The conclusion uses neither right-continuity of the filtration nor a separation assumption at time zero.
Facts & Assumptions
Given: AC, a standard Brownian motion with everywhere continuous paths, and a closed set .
A stopping time for a filtration is a map with for all ; larger filtrations keep the property. Continuous-time stopping times and stopped sigma-algebras Continuous-time filtrations and all-pairs martingales
The raw natural filtration is , and the usual augmentation contains it. Natural and usual augmented Brownian filtrations
The explicit hypothesis gives continuity of every path. For nonempty closed , put . This is a finite nonnegative real. Taking infima in gives ; swapping proves , hence continuity. For , . For , the open complement contains for some , so . Thus exactly on . Open subset of (every point has a neighbourhood inside it), closed subset (complement open), and clopen
Every bounded real sequence has a convergent subsequence; a limit of points of lies in , since a limit strictly outside would eventually force the points outside. Rationals lie strictly between any two distinct reals. Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence The rationals embed densely in the reals
The canonical coordinate process under Wiener measure is a standard Brownian motion with continuous paths. Wiener measure on continuous path space Existence of continuous Brownian motion
AC is declared because the ambient Brownian construction assumes it. The Axiom of Choice
Proof
If , then and all its finite-time test events are empty; this case is settled. Now assume . Fix and put . For a point of , use the declared AC to select with for every . Apply [F4] to the bounded sequence , obtaining a subsequence converges to some ; continuity of the path and of the distance give , hence and by [F3], so . Thus .
Conversely suppose . The hitting set is nonempty and bounded below. By its infimum property choose, using AC, a hit for each . Then , so continuity and [F3] imply ; hence . Given , continuity at and rational density supply with : use an interior rational sufficiently near when , and when . Thus . This proves . Together with step 1.1 it yields equality for every . At , .
Each set is in for , because is continuous hence Borel and is -measurable; the union over the countable set and the intersection over are therefore in . By step 2.1, for every , so is a stopping time for by [F1], and hence for by [F2].
The result concerns the given everywhere-continuous process; [F5] supplies the canonical realization as an example. No transfer to another raw natural filtration by null modification is used. The usual-augmentation conclusion follows solely by inclusion in step 3.1. For , and ; the empty-set case was settled in step 1.1. AC supplies the countable selections of approximating rational times and hit times made in steps 1.1 and 2.1, as well as the ambient construction [F6].
Source notes
The proof supplies the exact rational-distance formula for a closed subset of the real line and an everywhere-continuous process. The listed probability texts provide background on hitting times; no extension from an arbitrary almost-surely continuous version by terminal-null completion is claimed.
Depends on
- Continuous-time stopping times and stopped sigma-algebras
- Natural and usual augmented Brownian filtrations
- Brownian motion
- Wiener measure on continuous path space
- Existence of continuous Brownian motion
- Continuous-time filtrations and all-pairs martingales
- The Axiom of Choice
- Open subset of $\mathbb{R}$ (every point has a neighbourhood inside it), closed subset (complement open), and clopen
- Bolzano-Weierstrass: every bounded real sequence has a convergent subsequence
- The rationals embed densely in the reals
Used by
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Sources
- Rick Durrett, Probability: Theory and Examples, fifth edition, Theorem 7.3.4 (standard reference, not scraped)
- Perla Sousi, Advanced Probability, Theorem 6.15 (standard reference, not scraped)