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Planar coordinate hitting does not imply point hitting
Example
Assume the Axiom of Choice, let be a standard two-dimensional Brownian motion -dimensional Brownian motion, let in and let be the shifted planar law Brownian motion started at x. Then:
- under , each coordinate increment process is a standard one-dimensional Brownian motion, and each coordinate process almost surely visits every neighbourhood of at arbitrarily large times;
- nevertheless , so the two coordinate hitting events do not synchronize: almost surely ;
- every nonempty open disc is visited almost surely.
Facts & Assumptions
Given: AC, a standard planar Brownian motion , and the shifted law .
Planar annular exit probability: for and the law , where are the first hits of the circles of radii and about . Planar Brownian annular exit probability
Under , the shifted planar process is standard planar Brownian motion, so each coordinate increment is standard one-dimensional Brownian motion; one-dimensional Brownian motion visits every neighbourhood of every level at arbitrarily large times almost surely. Brownian motion started at x -dimensional Brownian motion One-dimensional Brownian motion is recurrent One-dimensional Brownian motion hits every point almost surely
Countable subadditivity of a probability measure and countable intersections of probability-one events. Basic identities for a probability measure
Every nonempty open disc contains a disc with rational centre and rational radius. The rationals embed densely in the reals
AC is the ambient assumption of the Brownian construction. The Axiom of Choice Brownian motion started at x
Verification
Fix . For every with , the event is contained in : a path that reaches before leaving the disc of radius passes through the circle of radius about first, by continuity. Hence by [F1], , the denominator tending to .
For a given choose ; then as , so the -circle about is hit almost surely, hence the disc of radius about is hit almost surely. Applying this to the countably many discs with rational centre and rational radius and intersecting the resulting probability-one events via [F3], while every nonempty open disc contains such a rational disc by [F4], gives the almost-sure statement of assertion 3.
By [F2] each coordinate increment is a standard one-dimensional Brownian motion, so it visits every neighbourhood of the level at arbitrarily large times; equivalently, visits every neighbourhood of at arbitrarily large times almost surely. This is assertion 1, and it does not synchronize the two coordinates.
The event is the union over the countably many integers of the increasing events : if then the path on is a compact subset of , hence stays in some disc of integer radius about , and conversely implies . By [F3] and step 1.1, .
By step 2.1 there is a probability-one event on which the planar path never equals ; on that event no time can satisfy both coordinate equations simultaneously, so , even though each of the two sets is almost surely unbounded by step 1.3. This is assertion 2.
The cases are consistent: the point is excluded, so is not possible; the dimension is two, and the polarity statement is not asserted in dimension one, where the same computation fails because the logarithm is replaced by a bounded harmonic function; the radius parameter and the inner radius are chosen strictly positive. AC is used only through [F5].
Source notes
Sousi, Section 6.7 on printed pp. 63-64, computes the annular exit probability and concludes that planar points are polar while discs are hit; Durrett, Section 7.4, contains the corresponding discussion. The example separates the two coordinate recurrences from the planar polarity, which is exactly the boundary the surrounding page records.
Depends on
- Planar Brownian annular exit probability
- One-dimensional Brownian motion hits every point almost surely
- One-dimensional Brownian motion is recurrent
- $d$-dimensional Brownian motion
- Brownian motion started at x
- The rationals embed densely in the reals
- Basic identities for a probability measure
- The Axiom of Choice
Used by
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Sources
- Perla Sousi, Advanced Probability, Section 6.7, printed pp. 63-64 (standard reference, not scraped)
- Rick Durrett, Probability: Theory and Examples, fifth edition, Section 7.4 (standard reference, not scraped)