TheoremBase

Each measurability claim is checked on the generating rectangles with the generator criterion; sections are preimages under insertions, the generator statement comes from measurability of the projections for the smaller σ-algebra, and the swap is the pairing of the two projections.

Proof

Throughout, functions given by an expression, such as y↦(x,y)y\mapsto(x,y) or (x,y)↦(y,x)(x,y)\mapsto(y,x), exist as in Sets and Maps: Ordinary Notation (v), sets of rectangles such as {A×B:A∈C, B∈D}\{A\times B:A\in\mathcal{C},\ B\in\mathcal{D}\} are sets of subsets of X×YX\times Y as images (Sets and Maps: Ordinary Notation (vii)), and preimages are computed elementwise with Preimages under a Map: Membership, the Preimage Map, Sequences of Preimages, and the Set of Sets with Preimage in a Given Set (ii). Write Rect=Rect(F,G)\mathrm{Rect}=\mathrm{Rect}(\mathcal{F},\mathcal{G}). By definition, F⊗G=σ(Rect)\mathcal{F}\otimes\mathcal{G}=\sigma(\mathrm{Rect}), a σ\sigma-algebra on X×YX\times Y containing Rect\mathrm{Rect} (Measurable Rectangles and the Product σ-Algebra (ii), Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iii)). Every measurability claim into F⊗G\mathcal{F}\otimes\mathcal{G} below is checked on generators, by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i).

Rectangles form a π\pi-system. Every element of Rect\mathrm{Rect} is a subset of X×YX\times Y by Measurable Rectangles and the Product σ-Algebra (i). For A,A′∈FA,A'\in\mathcal{F} and B,B′∈GB,B'\in\mathcal{G} (Rectangles, Sections and the Swap: Set Identities (i)),

(A×B)∩(A′×B′)=(A∩A′)×(B∩B′).(A\times B)\cap(A'\times B')=(A\cap A')\times(B\cap B').

Since A∩A′∈FA\cap A'\in\mathcal{F} and B∩B′∈GB\cap B'\in\mathcal{G} (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (ix)), this is again a measurable rectangle, and Rect\mathrm{Rect} is a π\pi-system on X×YX\times Y (π-System (i)). Moreover X∈FX\in\mathcal{F} and Y∈GY\in\mathcal{G} (σ-Algebra and Measurable Space (i)), so X×Y∈RectX\times Y\in\mathrm{Rect}. This proves (i).

Projections. Let pr1:X×Y→X\mathrm{pr}_{1}:X\times Y\to X and pr2:X×Y→Y\mathrm{pr}_{2}:X\times Y\to Y be the projections pr1(x,y)=x\mathrm{pr}_{1}(x,y)=x and pr2(x,y)=y\mathrm{pr}_{2}(x,y)=y (Projection, Evaluation and Currying Maps (i)). For A∈FA\in\mathcal{F} and B∈GB\in\mathcal{G},

pr1−1(A)=A×Y,pr2−1(B)=X×B,\mathrm{pr}_{1}^{-1}(A)=A\times Y,\qquad \mathrm{pr}_{2}^{-1}(B)=X\times B,

and both are measurable rectangles, as X∈FX\in\mathcal{F} and Y∈GY\in\mathcal{G}; so they lie in F⊗G\mathcal{F}\otimes\mathcal{G}. By Measurable Map, and the Set of Measurable Maps (i), pr1\mathrm{pr}_{1} is (F⊗G)/F(\mathcal{F}\otimes\mathcal{G})/\mathcal{F}-measurable and pr2\mathrm{pr}_{2} is (F⊗G)/G(\mathcal{F}\otimes\mathcal{G})/\mathcal{G}-measurable. This proves (vi); the argument applies to any two measurable spaces.

Pairings. Let φ:W→X×Y\varphi:W\to X\times Y, φ(w)=(g(w),h(w))\varphi(w)=(g(w),h(w)). Then pr1∘φ=g\mathrm{pr}_{1}\circ\varphi=g and pr2∘φ=h\mathrm{pr}_{2}\circ\varphi=h. If φ\varphi is K/(F⊗G)\mathcal{K}/(\mathcal{F}\otimes\mathcal{G})-measurable, then gg and hh are measurable as composites of φ\varphi with the measurable projections (Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (ii)). Conversely, let gg be K/F\mathcal{K}/\mathcal{F}-measurable and hh be K/G\mathcal{K}/\mathcal{G}-measurable. For A∈FA\in\mathcal{F} and B∈GB\in\mathcal{G},

φ−1(A×B)={w∈W:g(w)∈A, h(w)∈B}=g−1(A)∩h−1(B),\varphi^{-1}(A\times B)=\{w\in W:g(w)\in A,\ h(w)\in B\}=g^{-1}(A)\cap h^{-1}(B),

which lies in K\mathcal{K}, since g−1(A),h−1(B)∈Kg^{-1}(A),h^{-1}(B)\in\mathcal{K} (Measurable Map, and the Set of Measurable Maps (i), Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (ix)). As F⊗G=σ(Rect)\mathcal{F}\otimes\mathcal{G}=\sigma(\mathrm{Rect}), φ\varphi is K/(F⊗G)\mathcal{K}/(\mathcal{F}\otimes\mathcal{G})-measurable by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i). This proves (vii), again for any two measurable spaces.

Rectangles of generators. Let Rect0={A×B:A∈C, B∈D}\mathrm{Rect}_{0}=\{A\times B:A\in\mathcal{C},\ B\in\mathcal{D}\}. Since C⊆F\mathcal{C}\subseteq\mathcal{F} and D⊆G\mathcal{D}\subseteq\mathcal{G}, we have Rect0⊆Rect\mathrm{Rect}_{0}\subseteq\mathrm{Rect}, hence σ(Rect0)⊆σ(Rect)=F⊗G\sigma(\mathrm{Rect}_{0})\subseteq\sigma(\mathrm{Rect})=\mathcal{F}\otimes\mathcal{G} (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (v)). For the reverse inclusion, σ(Rect0)\sigma(\mathrm{Rect}_{0}) is a σ\sigma-algebra on X×YX\times Y containing Rect0\mathrm{Rect}_{0} (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iii)); regard pr1\mathrm{pr}_{1} as a function from the measurable space (X×Y,σ(Rect0))(X\times Y,\sigma(\mathrm{Rect}_{0})) to (X,F)(X,\mathcal{F}). For A∈CA\in\mathcal{C} we have pr1−1(A)=A×Y∈Rect0\mathrm{pr}_{1}^{-1}(A)=A\times Y\in\mathrm{Rect}_{0}, because Y∈DY\in\mathcal{D}. Since F=σ(C)\mathcal{F}=\sigma(\mathcal{C}), pr1\mathrm{pr}_{1} is σ(Rect0)/F\sigma(\mathrm{Rect}_{0})/\mathcal{F}-measurable by Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i), that is,

A×Y=pr1−1(A)∈σ(Rect0)for every A∈F.A\times Y=\mathrm{pr}_{1}^{-1}(A)\in\sigma(\mathrm{Rect}_{0})\qquad\text{for every }A\in\mathcal{F}.

In the same way, using X∈CX\in\mathcal{C} and G=σ(D)\mathcal{G}=\sigma(\mathcal{D}), X×B∈σ(Rect0)X\times B\in\sigma(\mathrm{Rect}_{0}) for every B∈GB\in\mathcal{G}. Hence every measurable rectangle

A×B=(A×Y)∩(X×B)(A∈F, B∈G)A\times B=(A\times Y)\cap(X\times B)\qquad(A\in\mathcal{F},\ B\in\mathcal{G})

lies in σ(Rect0)\sigma(\mathrm{Rect}_{0}) (the identity by Rectangles, Sections and the Swap: Set Identities (i), membership by Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (ix)). So Rect⊆σ(Rect0)\mathrm{Rect}\subseteq\sigma(\mathrm{Rect}_{0}), and F⊗G=σ(Rect)⊆σ(Rect0)\mathcal{F}\otimes\mathcal{G}=\sigma(\mathrm{Rect})\subseteq\sigma(\mathrm{Rect}_{0}) by Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iv). This proves (ii).

Insertions. Fix x∈Xx\in X and let ix:Y→X×Yi_{x}:Y\to X\times Y, ix(y)=(x,y)i_{x}(y)=(x,y). For A∈FA\in\mathcal{F} and B∈GB\in\mathcal{G} (Rectangles, Sections and the Swap: Set Identities (iii), Rectangles, Sections and the Swap: Set Identities (i)),

ix−1(A×B)=(A×B)x={B,x∈A,∅,x∉A,i_{x}^{-1}(A\times B)=(A\times B)_{x}=\begin{cases}B,&x\in A,\\ \emptyset,&x\notin A,\end{cases}

and both BB and ∅\emptyset lie in G\mathcal{G} (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (vi)). By Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (i), ixi_{x} is G/(F⊗G)\mathcal{G}/(\mathcal{F}\otimes\mathcal{G})-measurable. Likewise, for y∈Yy\in Y the function iy:X→X×Yi^{y}:X\to X\times Y, iy(x)=(x,y)i^{y}(x)=(x,y), satisfies (iy)−1(A×B)=(A×B)y=A(i^{y})^{-1}(A\times B)=(A\times B)^{y}=A if y∈By\in B and =∅=\emptyset otherwise, so it is F/(F⊗G)\mathcal{F}/(\mathcal{F}\otimes\mathcal{G})-measurable. This proves (iii).

Sections of measurable sets. Let E∈F⊗GE\in\mathcal{F}\otimes\mathcal{G}, so E⊆X×YE\subseteq X\times Y, and let x∈Xx\in X and y∈Yy\in Y. By Rectangles, Sections and the Swap: Set Identities (iii),

Ex=ix−1(E),Ey=(iy)−1(E),E_{x}=i_{x}^{-1}(E),\qquad E^{y}=(i^{y})^{-1}(E),

and these lie in G\mathcal{G} and F\mathcal{F} respectively, by (iii) (and Measurable Map, and the Set of Measurable Maps (i)). This proves (iv).

Sections of measurable functions. For x∈Xx\in X and y∈Yy\in Y, fx=f∘ixf_{x}=f\circ i_{x} and fy=f∘iyf^{y}=f\circ i^{y} (Precomposition Commutes with Pointwise Operations, and Sections of Functions Are Precompositions (iv)). By (iii) and Measurable Maps: Generators, Composition, Continuous Maps, Restrictions, and Criteria for Real- and [0,∞]-Valued Maps (ii), fxf_{x} is G/H\mathcal{G}/\mathcal{H}-measurable and fyf^{y} is F/H\mathcal{F}/\mathcal{H}-measurable. This proves (v).

The swap. Since s(z)=(pr2(z),pr1(z))s(z)=(\mathrm{pr}_{2}(z),\mathrm{pr}_{1}(z)) for z∈X×Yz\in X\times Y, and pr2\mathrm{pr}_{2} and pr1\mathrm{pr}_{1} are (F⊗G)/G(\mathcal{F}\otimes\mathcal{G})/\mathcal{G}- and (F⊗G)/F(\mathcal{F}\otimes\mathcal{G})/\mathcal{F}-measurable, the pairing step, applied with (W,K)=(X×Y,F⊗G)(W,\mathcal{K})=(X\times Y,\mathcal{F}\otimes\mathcal{G}) and the target (Y×X,G⊗F)(Y\times X,\mathcal{G}\otimes\mathcal{F}), shows that ss is (F⊗G)/(G⊗F)(\mathcal{F}\otimes\mathcal{G})/(\mathcal{G}\otimes\mathcal{F})-measurable. With the roles of the two spaces exchanged, the swap t:Y×X→X×Yt:Y\times X\to X\times Y, t(y,x)=(x,y)t(y,x)=(x,y), is (G⊗F)/(F⊗G)(\mathcal{G}\otimes\mathcal{F})/(\mathcal{F}\otimes\mathcal{G})-measurable, and

t∘s=idX×Y,s∘t=idY×X,t\circ s=\mathrm{id}_{X\times Y},\qquad s\circ t=\mathrm{id}_{Y\times X},

so ss is a bijection with inverse tt (Basic Properties of Functions: Equality, Composition, Identity, Inverse and Restriction (vii)). Hence, for E⊆X×YE\subseteq X\times Y,

s[E]=t−1(E),E=s−1(s[E])s[E]=t^{-1}(E),\qquad E=s^{-1}(s[E])

by Images and Preimages under a Bijection and Its Inverse (i) and Images and Preimages under a Bijection and Its Inverse (ii). If E∈F⊗GE\in\mathcal{F}\otimes\mathcal{G}, then s[E]=t−1(E)∈G⊗Fs[E]=t^{-1}(E)\in\mathcal{G}\otimes\mathcal{F} by measurability of tt; if s[E]∈G⊗Fs[E]\in\mathcal{G}\otimes\mathcal{F}, then E=s−1(s[E])∈F⊗GE=s^{-1}(s[E])\in\mathcal{F}\otimes\mathcal{G} by measurability of ss. This proves (viii).

Citations

Loading…

Dependencies

Uses0

Loading…

Comments

Log in to comment.

Loading…