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Assuming countable choice, finite-on-compacts Borel measures on R correspond to nondecreasing right-continuous functions modulo constants

Statement

Assume the Axiom of Countable Choice. Let μ be a Borel measure on R finite on compact sets, and let Fμ be its normalized distribution function from The distribution function of a Borel measure on R, normalized at 0. Then:

  1. Fμ is nondecreasing and right-continuous;

  2. for every a<b,

    Fμ(b)Fμ(a)=μ((a,b]);

  3. the Lebesgue-Stieltjes measure attached to Fμ is exactly μ.

Conversely, if F,G:RR are nondecreasing and right-continuous, then μF=μG if and only if FG is constant on R.

Facts & Assumptions

Given: Countable choice, a Borel measure μ on R finite on compact sets, its distribution function Fμ, and two nondecreasing right-continuous functions F,G:RR.

[L1]

Measures are continuous from above when one set in the decreasing chain has finite measure. (Continuity from above when one set has finite measure)

[L3]

Assuming countable choice, every nondecreasing right-continuous function defines a Borel measure on R with the prescribed values on half-open intervals. (Assuming countable choice, a nondecreasing right-continuous function defines a Borel measure on R)

[L4]

A Borel measure finite on compact sets is uniquely determined by its values on half-open intervals (a,b]. (The interval data on (a,b] determines the Borel measure uniquely)

Proof

technique · direct
1.1

The function Fμ is nondecreasing.

givenalgebra

If 0x<y, then (0,x](0,y], so Fμ(x)Fμ(y). If x<y0, then (y,0](x,0], so μ((x,0])μ((y,0]), again giving Fμ(x)Fμ(y). If x<0y, then Fμ(y)Fμ(x)=μ((0,y])+μ((x,0])=μ((x,y])0. [given, algebra]

1.2

Suppose first that μF=μG. Then for every a<b,

L3algebra

0=μF((a,b])μG((a,b])=(F(b)G(b))(F(a)G(a)).

So F(b)G(b)=F(a)G(a) for all a<b, and therefore FG is constant. [algebra]

1.3

Conversely, if FG is constant, then F(b)F(a)=G(b)G(a) for every a<b.

algebra
2.1

For every a<b one has Fμ(b)Fμ(a)=μ((a,b]).

step 1.1givenalgebra

In the three sign cases:

μ((0,b])μ((0,a])=μ((a,b])(0a<b),

μ((b,0])+μ((a,0])=μ((a,b])(a<b0),

and

μ((0,b])+μ((a,0])=μ((a,b])(a<0b).

So the displayed interval formula always holds. [step 1.1, given, algebra]

3.1

The function Fμ is right-continuous. Fix xR and let hn0 with hn>0.

step 2.1L1

For all large n one has x+hn<0 when x<0, while for x0 no sign change occurs. In either case, step 2.1 gives

Fμ(x+hn)Fμ(x)=μ((x,x+hn]).

The sets (x,x+hn] decrease to , and the first one has finite measure because it is contained in a compact interval. Therefore [L1] gives μ((x,x+hn])0, so Fμ(x+hn)Fμ(x). [step 2.1, L1]

4.1

By [L3], the function Fμ determines a Lebesgue-Stieltjes measure μFμ.

step 2.1step 3.1L3

Step 2.1 says that μFμ and μ agree on every half-open interval, so [L4] gives μFμ=μ. [step 2.1, step 3.1, L3, L4]

The interval values of μF and μG therefore agree by [L3], and [L4] yields μF=μG. Together with steps 1.1, 1.2, 1.3, 2.1, and 3.1 this proves the theorem. [step 1.1, step 1.2, step 1.3, step 2.1, step 3.1, L3, L4] ∎

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