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Exercise 0.18 (Joint functions into product spaces preserve measurability)

Let R1,…,Rn be measurable spaces and let X1 : Ω → R1, …, Xn : Ω → Rn be measurable functions. Show that the joint function

(X1,…,Xn) : Ω → R1 ×… × Rn,ω↦(X1(ω),…,Xn(ω))

is also measurable.

Answers

We verify Definition 16. Let F be the σ-algebra of Ω. By Example 14, let B = ∏ ⁡ i=1nBi be the product σ-algebra of R1 ×… × Rn.

We make use of the measure-theoretic induction ( Exercise 11) again. The generating set of B is:

{ {x ∈∏ i=1nX i |xj ∈ E} ∈P (∏ i=1nX i) | E ∈Bj 1 ≤ j ≤ n }

Let S be an arbitrary set in the above collection. By definition, for some 1 ≤ j ≤ n the elements of S contain all of the combinations of the elements of some fixed E ∈Bj on the j-th position with the whole spaces R1,…,Rj−1,Rj+1,…,Rn on the other positions. Therefore, we can use how Cartesian products interact with inverse images (add source) to derive that

X−1(S) = (X 1,…,Xn) −1(S) = X 1−1 (R 1) ∩… ∩ Xj−1 (E) ∩… ∩ X nRn (S) = Ω ∩… ∩ Xj−1(E) ∩… ∩Ω = X j−1(E).

Since Xj is a measurable morphism and E ∈Bj, Xj−1(E) must be measurable in (Ω,F).

Now we demonstrate that P(S) = X−1(S) ∈F is a σ-algebra property.

  • We have P(∅) is true, since the inverse image of the empty set is always the empty set itself, whereas the empty set is an element of any σ-algebra.
  • Suppose that X−1(S) ∈F. By Exercise 3.4.4 of Analysis I we then have X−1 (∏ ⁡ i=1nRi∕S) = X−1 (∏ ⁡ i=1nRi) ∕X−1 (S). With both sets being measurable in F, their set difference must be measurable as well.
  • Let S1,S2,… ⊆∏ ⁡ i=1nRi be measurable sets. By Exercise 3.4.3 of Analysis I we then have X−1 (⋃ ⁡ i=1∞Si) ∈F = ⋃ ⁡ i=1∞X−1 (Si) ∈F with the latter contained in F by the properties of σ-algebra.
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2021-08-01 00:00
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