TheoremBase

The coordinate and entry preimages generate the Borel sets, so measurability can be tested on them; a continuous function of the assembled vector map is then a composite of measurable maps.

Proof

By Measurable Map, and the Set of Measurable Maps (iii), Measurable Map, and the Set of Measurable Maps (iv) and Measurable Map, and the Set of Measurable Maps (v), a map from XX to R\mathbb{R}, to Rn\mathbb{R}^{n} or to MpΓ—q(R)\mathcal{M}_{p\times q}(\mathbb{R}) is measurable when it is measurable with respect to F\mathcal{F} and B(R)\mathcal{B}(\mathbb{R}), B(Rn)\mathcal{B}(\mathbb{R}^{n}) or B(RpΓ—q)\mathcal{B}(\mathbb{R}^{p\times q}) respectively.

Components and entries. For k∈[n]k\in[n] let Ο€k:Rnβ†’R\pi_{k}:\mathbb{R}^{n}\to\mathbb{R} be the kk-th component map of the identity map of Rn\mathbb{R}^{n} (Component Maps and Entry Maps (i)), so Ο€k(z)=zk\pi_{k}(z)=z_{k}, and let C={Ο€kβˆ’1(B):k∈[n],Β B∈B(R)}\mathcal{C}=\{\pi_{k}^{-1}(B):k\in[n],\ B\in\mathcal{B}(\mathbb{R})\}; by The Set of Coordinate Preimages of Borel Sets in ℝⁿ and of Entry Preimages in the Real Matrices (i), C\mathcal{C} is a set, a subset of P(Rn)\mathcal{P}(\mathbb{R}^{n}), whose elements are exactly the sets Ο€kβˆ’1(B)\pi_{k}^{-1}(B) with k∈[n]k\in[n] and B∈B(R)B\in\mathcal{B}(\mathbb{R}). By The Borel Sets of ℝⁿ and of the Real Matrices Are Generated by the Coordinates (iii), B(Rn)=Οƒ(C)\mathcal{B}(\mathbb{R}^{n})=\sigma(\mathcal{C}). Let g:Xβ†’Rng:X\to\mathbb{R}^{n}. For k∈[n]k\in[n] and B∈B(R)B\in\mathcal{B}(\mathbb{R}) we have gk(x)=g(x)k=Ο€k(g(x))g_{k}(x)=g(x)_{k}=\pi_{k}(g(x)) for x∈Xx\in X, hence gkβˆ’1(B)=gβˆ’1(Ο€kβˆ’1(B))g_{k}^{-1}(B)=g^{-1}(\pi_{k}^{-1}(B)). If gg is measurable, then Ο€kβˆ’1(B)∈CβŠ†Οƒ(C)=B(Rn)\pi_{k}^{-1}(B)\in\mathcal{C}\subseteq\sigma(\mathcal{C})=\mathcal{B}(\mathbb{R}^{n}) by Closure Properties of Οƒ-Algebras, Intersections and Traces of Οƒ-Algebras, and the Generated Οƒ-Algebra (iii), so gkβˆ’1(B)∈Fg_{k}^{-1}(B)\in\mathcal{F} by Measurable Map, and the Set of Measurable Maps (i); thus every gkg_{k} is measurable. Conversely, if every gkg_{k} is measurable, then for C∈CC\in\mathcal{C}, say C=Ο€kβˆ’1(B)C=\pi_{k}^{-1}(B), we get gβˆ’1(C)=gkβˆ’1(B)∈Fg^{-1}(C)=g_{k}^{-1}(B)\in\mathcal{F}; so gg is measurable by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i), applied with the generating set CβŠ†P(Rn)\mathcal{C}\subseteq\mathcal{P}(\mathbb{R}^{n}) of B(Rn)\mathcal{B}(\mathbb{R}^{n}). This proves (i).

The same argument proves (ii): for i∈[p]i\in[p] and j∈[q]j\in[q] let Eij:MpΓ—q(R)β†’RE_{ij}:\mathcal{M}_{p\times q}(\mathbb{R})\to\mathbb{R} be the entry map of the identity map of MpΓ—q(R)\mathcal{M}_{p\times q}(\mathbb{R}) (Component Maps and Entry Maps (ii)), so Eij(A)=AijE_{ij}(A)=A_{ij}; let Cβ€²={Eijβˆ’1(B):i∈[p],Β j∈[q],Β B∈B(R)}\mathcal{C}'=\{E_{ij}^{-1}(B):i\in[p],\ j\in[q],\ B\in\mathcal{B}(\mathbb{R})\}, by The Set of Coordinate Preimages of Borel Sets in ℝⁿ and of Entry Preimages in the Real Matrices (ii) a set, a subset of P(MpΓ—q(R))\mathcal{P}(\mathcal{M}_{p\times q}(\mathbb{R})), whose elements are exactly the sets Eijβˆ’1(B)E_{ij}^{-1}(B) with i∈[p]i\in[p], j∈[q]j\in[q] and B∈B(R)B\in\mathcal{B}(\mathbb{R}); by The Borel Sets of ℝⁿ and of the Real Matrices Are Generated by the Coordinates (iv), B(RpΓ—q)=Οƒ(Cβ€²)\mathcal{B}(\mathbb{R}^{p\times q})=\sigma(\mathcal{C}'); and for G:Xβ†’MpΓ—q(R)G:X\to\mathcal{M}_{p\times q}(\mathbb{R}) we have Gijβˆ’1(B)=Gβˆ’1(Eijβˆ’1(B))G_{ij}^{-1}(B)=G^{-1}(E_{ij}^{-1}(B)), since Gij(x)=G(x)ij=Eij(G(x))G_{ij}(x)=G(x)_{ij}=E_{ij}(G(x)). The two directions then follow from Closure Properties of Οƒ-Algebras, Intersections and Traces of Οƒ-Algebras, and the Generated Οƒ-Algebra (iii) and from Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i), applied with the generating set Cβ€²\mathcal{C}', exactly as above.

Continuous images. Let k↦fkk\mapsto f_{k}, FF, ll, ss and Ο†\varphi be as in (iii). By Component Maps of a Map into Rq\mathbb{R}^{q}, Entry Maps of a Map into Matrices, and Maps Assembled from Them (iii), the component maps of FF are Fk=fkF_{k}=f_{k}, which are measurable; so FF is measurable by (i). The target of Ο†\varphi is (R,dR)(\mathbb{R},d_{\mathbb{R}}), (Rl,dE)(\mathbb{R}^{l},d_{E}) or (MlΓ—s(R),dlΓ—s)(\mathcal{M}_{l\times s}(\mathbb{R}),d_{l\times s}), whose Borel Οƒ\sigma-algebra is B(R)\mathcal{B}(\mathbb{R}), B(Rl)\mathcal{B}(\mathbb{R}^{l}) or B(RlΓ—s)\mathcal{B}(\mathbb{R}^{l\times s}), and B(Rn)\mathcal{B}(\mathbb{R}^{n}) is the Borel Οƒ\sigma-algebra of (Rn,dE)(\mathbb{R}^{n},d_{E}), by Borel Sigma-Algebra of a Metric Space (ii), Borel Sigma-Algebra of a Metric Space (iii) and Borel Sigma-Algebra of a Metric Space (iv). Hence Ο†\varphi is measurable with respect to B(Rn)\mathcal{B}(\mathbb{R}^{n}) and the Borel Οƒ\sigma-algebra of its target, by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (iv), and Ο†βˆ˜F\varphi\circ F is measurable by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (ii). Its value at xx is Ο†((f1(x),…,fn(x)))\varphi((f_{1}(x),\dots,f_{n}(x))), which proves (iii).

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