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The countable-product cylinder premeasure is countably additive
Statement
Assume countable choice and dependent choice. For a countable sequence of probability spaces and its finite-product cylinder law , is a premeasure on the cylinder algebra.
Facts & Assumptions
Given: Countable choice, dependent choice, a countable sequence of probability spaces, its cylinder algebra, and the finitely additive law .
The finite-coordinate product law is a probability measure and has the rectangle formula. (For sigma-finite factors, the product measure exists, has the rectangle formula, is sigma-finite, and is unique)
For product-measurable in two sigma-finite factors, each section is measurable, its section-measure function is measurable, and the product mass is the integral of that function. (For sigma-finite measures, the section-measure functions are measurable, The product measure of two sigma-finite measure spaces)
A decreasing sequence of measurable sets with finite first measure has measure converging to that of its intersection. (Continuity from above when one set has finite measure)
Countable choice supplies a point of the product of the nonempty coordinate spaces. (The Axiom of Countable Choice ())
On a nonempty product, consistent finite-dimensional laws define a well-defined finitely additive cylinder law. (Consistent finite-dimensional laws define a well-defined finitely additive cylinder law)
Dependent choice licenses a recursively constructed sequence when the admissible next coordinate depends on the prefix already chosen. (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain)
Proof
Index the given coordinates by . Each coordinate space is nonempty since its measure has total mass one. Countable choice in [F4] supplies a point of their product, and [F5] gives the finitely additive cylinder law. Finite product laws are consistent: projecting away a factor preserves the rectangle values because that factor has mass one, and uniqueness in [F1] gives equality on the finite product sigma-algebra. This also justifies regrouping any finite block into two factors.
For a cylinder and a prefix , define using only finite products: represent on coordinates with , fix the prefix in its measurable base, and measure the remaining section with . For this is the indicator of membership in the base. Enlarging leaves the value unchanged by the mass-one rectangle formula; two representations agree after enlargement, using the product point of step 1.1. Thus is well-defined and lies in . By choosing , [F2] gives a measurable function and Inclusion of cylinders gives pointwise inequality of these functions by finite-product monotonicity. No measure on an infinite tail is used.
Let and suppose their masses do not tend to zero. Finite additivity makes the masses decreasing in , so there is with for all . Call a prefix of length admissible if for every ; the empty prefix is admissible. Given one, put and These sets are measurable and decrease. Step 2.1 and the bound yield Hence , and [F3] implies . Any point in this intersection extends to an admissible prefix.
The admissible finite prefixes form a nonempty set. Relate a prefix to its admissible one-coordinate extensions; step 3.1 proves this relation is entire. Dependent choice in [F6], starting at the empty prefix, gives a compatible chain, whose union is a point of the original coordinate product. For each , choose a finite initial block determining . Once that block is fixed, is its membership indicator; admissibility makes it positive, so . This contradicts the empty intersection. Thus . Using all original coordinates also handles cylinders with empty or finitely many active coordinates; there is no terminal-prefix exception.
If disjoint cylinders have union a cylinder , then decreases to the empty set and remains in the cylinder algebra. Finite additivity gives Step 4.1 sends the remainder to zero, proving countable additivity for every such union. Hence is a premeasure.
Depends on
- Consistent finite-dimensional laws define a well-defined finitely additive cylinder law
- For sigma-finite factors, the product measure exists, has the rectangle formula, is sigma-finite, and is unique
- The product measure of two sigma-finite measure spaces
- For sigma-finite measures, the section-measure functions are measurable
- Continuity from above when one set has finite measure
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- The axiom of dependent choice: a relation in which every element is related to something admits an $\mathbb{N}$-indexed chain
Used by
Dependency tree · two levels
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Sources
- Kajino, Probability Theory, proof of Theorem 3.65 (standard reference, not scraped)