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Birkhoff pointwise ergodic theorem
Statement
Let be sigma-finite, let preserve , and let be a finite-valued real- or complex-valued measurable representative in . Then converges -almost everywhere to a finite-valued integrable function satisfying
The a.e. class of depends only on the a.e. class of . No ergodicity, finite total measure, completeness, or invertibility is assumed.
Facts & Assumptions
Given: The sigma-finite measure-preserving system and integrable representative in the Statement.
Every rational oscillation set is invariant and has finite measure (Sigma-finite ergodic oscillation sets have finite measure).
The maximal ergodic theorem holds on arbitrary measure spaces (Maximal ergodic theorem).
Fatou's lemma bounds the integral of a lower limit of nonnegative measurable functions (Fatou's lemma).
Composition by preserves integrals, and countable unions of measurable null sets are null (Integral invariance under measure-preserving maps, Finite and countable subadditivity of measures).
Proof
Suppose first that is real. Write and . The exact identity shows that and , with extended values allowed. The divergence set is the union of the sets over rational .
If a.e., let . Outside , a null set by preservation and [F4], every summand in equals the corresponding summand in . Thus the limits agree a.e.; the construction descends to the class.
Fix such and put . By [F1], is strictly invariant and . For , strict invariance gives Every has for some , so . Applying [F2] gives
Apply the same argument to and the thresholds . Its oscillation set is again , so Because is integrable and has finite measure, both inequalities are finite. Thus , and .
There are only countably many rational pairs. Hence [F4] and steps 1.1–3.1 show that has an extended-real limit off a null set. On that set, and contractivity gives . Fatou therefore yields , which both makes finite a.e. and proves integrability.
Define on the exceptional null set. The identity in step 1.1 shows that the convergence set and the limit are invariant wherever the averages converge; after adding the null exceptional orbit set if necessary, a.e.
For complex , apply the real result to and and combine their two conull convergence sets. Their limits give the complex limit, its invariance, and its representative independence. Fatou applied directly to gives the stated complex bound. Only these two determined components are used, so no choice principle enters.
Depends on
Used by
- Birkhoff ergodic theorem for ergodic finite-measure systems Corollary
- A nonintegrable observable with divergent ergodic averages Counterexample
- The invariant L2 projection for a half-rotation Example
- Birkhoff averages need not converge at every point False statement
- Birkhoff's theorem requires integrability False statement
- Norm convergence alone does not imply pointwise convergence False statement
- Ergodic averages converge in Lp on finite-measure spaces Lemma
- Borel's normal number theorem Theorem
- Fair-coin frequency strong law Theorem
- Finite-measure identification of the Birkhoff limit Theorem
- Irrational circle rotations are uniquely ergodic Theorem
Dependency tree · two levels
23 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Alessio Del Vigna, The Birkhoff Ergodic Theorem (standard reference, not scraped)
- Charles Walkden, Ergodic Theory lecture notes (standard reference, not scraped)
- Omri Sarig, Lecture Notes on Ergodic Theory (2023) (standard reference, not scraped)