TheoremBase

Sketch: a bounded continuous function on the target composed with the continuous function is bounded continuous on the source, and the change-of-variables formula turns integrals against the image measures into integrals against the original measures.

Proof

Throughout, hh is B(S)/B(T)\mathcal{B}(S)/\mathcal{B}(T)-measurable (Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (iv)), so that μn∘h−1\mu_{n}\circ h^{-1} and μ∘h−1\mu\circ h^{-1} are finite Borel measures on TT (Image Measures and Measures with a Density: Measures, Integrals and Change of Variables (i)), and functions in Cb(S)C_{b}(S) or Cb(T)C_{b}(T) are Borel measurable and integrable against every finite Borel measure (Bounded Continuous Functions on a Metric Space: Measurability, Integrals, Operations, Lipschitz Functions and Approximation of Closed Sets (i), Bounded Continuous Functions on a Metric Space: Measurability, Integrals, Operations, Lipschitz Functions and Approximation of Closed Sets (ii)).

Step 1 (change of variables). Let f∈Cb(T)f\in C_{b}(T). Then f∘h∈Cb(S)f\circ h\in C_{b}(S) by Bounded Continuous Functions on a Metric Space: Measurability, Integrals, Operations, Lipschitz Functions and Approximation of Closed Sets (v), and the change-of-variables formula, Image Measures and Measures with a Density: Measures, Integrals and Change of Variables (iii), gives, for ν\nu any of μ,μ1,μ2,…\mu,\mu_{1},\mu_{2},\dots,

∫Tf d(ν∘h−1)=∫Sf∘h dν.\int_{T}f\,d(\nu\circ h^{-1})=\int_{S}f\circ h\,d\nu .

Step 2 (conclusion). Since f∘h∈Cb(S)f\circ h\in C_{b}(S) and μn⇒μ\mu_{n}\Rightarrow\mu, Weak Convergence of Finite Borel Measures on a Metric Space (i) gives ∫Sf∘h dμn→∫Sf∘h dμ\int_{S}f\circ h\,d\mu_{n}\to\int_{S}f\circ h\,d\mu; by Step 1 this is ∫Tf d(μn∘h−1)→∫Tf d(μ∘h−1)\int_{T}f\,d(\mu_{n}\circ h^{-1})\to\int_{T}f\,d(\mu\circ h^{-1}). As f∈Cb(T)f\in C_{b}(T) was arbitrary, μn∘h−1⇒μ∘h−1\mu_{n}\circ h^{-1}\Rightarrow\mu\circ h^{-1} by Weak Convergence of Finite Borel Measures on a Metric Space (i) ((μn∘h−1)(\mu_{n}\circ h^{-1}) is a sequence in the finite Borel measures on TT, which form a set by The Measures, the Finite Measures and the Probability Measures on a Measurable Space Form Sets (ii)).

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