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Every borel probability on a polish space is tight
Statement
Assume AC. Every Borel probability on a Polish space S is tight.
Facts & Assumptions
Assuming countable choice, Borel probability measures on Polish spaces are inner regular: Assume countable choice. If is Polish and is a Borel probability measure on , then for every Borel and there is a compact with .
Tight family of probability measures: A family of Borel probabilities on a metric space S is tight if, for every , there is a compact such that for every . One K must work for the whole family. Compactness is def-metric-compactness. The empty family is tight, witnessed by the empty compact set.
Continuity from below for measures: Let be an increasing sequence of measurable sets for a measure , so . Then
No finiteness hypothesis is required.
Finite and countable subadditivity of measures: Let be a measure and let be measurable. Then
For every one also has
including , where both sides are .
A complete, totally bounded metric space is compact, proved from countable choice used exactly once: Assume the Axiom of Countable Choice (def-countable-choice). Let be a metric space (def-metric-space) that is complete (def-complete-metric-space) and totally bounded (def-totally-bounded). Then is compact (def-metric-compactness).
Where the axiom is spent, and why the weaker principle suffices. is used exactly once, at step 3.1, to fix one finite -net together with a listing of it for every at once. The family of sets being chosen from is written down before any selection is made and does not depend on the earlier selections, which is precisely the situation countable choice covers and dependent choice (def-dependent-choice) is not needed for. Everything after step 3.1 is canonical: at each stage the construction takes the least admissible index in the listing already fixed.
As always on this page, the claim is an upper bound on the cost of the proof given here, not an assertion that is necessary for the theorem.
Proof
Given: The objects, hypotheses and definitions in the statement. Its conclusions are to be established below.
AC restricted to any countable nonempty family gives countable choice. Thus F1 applies to the given Polish S and its probability . Take the Borel set A=S; for each >0 it supplies compact K with . This is F2 for the one-law family.
The complete totally bounded criterion F5 applies under countable choice, already supplied by AC in step 1.1. Use F4 on the countably many omitted sets. Use F3 on the increasing finite unions below. The compact-set construction behind this application can be made explicit. Fix a compatible complete metric and a countable dense sequence . For each , finite initial unions of open balls increase to S; choose their least length with loss below . Let be the corresponding finite union of closed balls, and . Subadditivity gives . K is closed and hence complete. For any >0 choose m with ; each selected ball meeting K contributes one point of K, and those finitely many points form an -net in K. Thus K is totally bounded and complete, hence compact, which realizes the bound in step 1.1.
Depends on
- Borel probability law on a polish space
- Tight family of probability measures
- Assuming countable choice, Borel probability measures on Polish spaces are inner regular
- The Axiom of Choice
- Continuity from below for measures
- Finite and countable subadditivity of measures
- A complete, totally bounded metric space is compact, proved from countable choice used exactly once
Used by
Dependency tree · two levels
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Sources
- van Gaans, Theorem 2.6, pp. 5–6 (standard reference, not scraped)