Section 1.3

σ\sigma-Fields

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Problem 1.3.1

A collection F\mathcal{F} of sets is called a monotone class iff (MC1) for every nondecreasing sequence {An}n=1∞\left\{ A_{n}\right\}_{n=1}^{\infty } of F\mathcal{F}-sets we have ⋃n=1∞An∈F\bigcup_{n=1}^{\infty } A_{n} \in \mathcal{F}, and (MC2) for every nonincreasing sequence {An}n=1∞\left\{ A_{n}\right\}_{n=1}^{\infty } of F\mathcal{F}-sets we have ⋂n=1∞An∈F\bigcap_{n=1}^{\infty } A_{n} \in \mathscr {F}.

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(a)

If F\mathcal{F} is both a field and a monotone class, then F\mathcal{F} is a σ\sigma-field.

(b)

A field is a monotone class if and only if it is a σ\sigma-field.

Problem 1.3.2

This problem discusses some equivalent formulations of a σ\sigma-field.

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(a)

F\mathcal{F} satisfies (S1), (S2), and closure under amc intersections iff F\mathcal{F} is a σ\sigma-field.

(b)

Every field that is closed under countable disjoint unions is a σ\sigma-field.

(c)

If F\mathcal{F} satisfies (S1), closure under differences, and closure under countable unions or closure under countable intersections, then F\mathcal{F} is a σ\sigma-field.

Problem 1.3.3

Prove the following claims.

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(a)

A finite union of σ\sigma-fields on Ω\Omega is not necessarily a field on Ω\Omega.

(b)

If a finite union of σ\sigma-fields on Ω\Omega is a field, then it is a σ\sigma-field as well.

(c)

Given σ\sigma-fields F1⊊F2⊊⋯\mathcal{F}_{1} \subsetneq \mathcal{F}_{2} \subsetneq \cdots on Ω\Omega, it is not necessarily the case that ⋃n=1∞Fn\bigcup_{n=1}^{\infty } \mathcal{F}_{n} is a σ\sigma-field.

Problem 1.3.4

Does problem 1.2.11 hold when field is replaced with a σ\sigma-field?

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Problem 1.3.5

A subset A⊆RA \subseteq \mathbb {R} is called nowhere dense iff every open interval I contains an open interval J such that J ∩A=∅\cap A=\varnothing. Clearly ∅\varnothing and all subsets of a nowhere dense set are nowhere dense. A subset A⊆RA \subseteq \mathbb {R} is called a set of the first category iff AA is a countable union of nowhere dense sets.

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(a)

An amc union of sets of the first category is of the first category.

(b)

Let F={A⊆R:A or Ac is a set of the first category}\mathcal{F}=\left\{ A \subseteq \mathbb {R}: A \text{ or } A^{c} \text{ is a set of the first category}\right\}. Then F\mathcal{F} is a σ\sigma-field of subsets of R\mathbb {R}.

Problem 1.3.6

A σ\sigma-ring of subsets of Ω\Omega is a nonempty collection of subsets of Ω\Omega that is closed under differences as well as countable unions.

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(a)

Every σ\sigma-ring is closed under finite unions and amc intersections.

(b)

F\mathcal{F} is a σ\sigma-field iff F\mathcal{F} is a σ\sigma-ring with Ω∈F\Omega \in \mathcal{F}.

(c)

State and prove an existence and uniqueness result regarding the [minimal] σ\sigma-ring generated by a collection AA of subsets of Ω\Omega.

Problem 1.3.7

This problem continues problem 1.3.6. Let A\mathcal{A} denote a collection of subsets of some set Ω\Omega, and let S(A)S(\mathcal{A}) denote the minimal σ\sigma-ring that contains A\mathcal{A}.

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(a)

For any collection C\mathcal{C} of sets, let C∗\mathcal{C}^{*} denote the collection of all countable unions of differences of C\mathcal{C}-sets. Define A0=A\mathcal{A}_{0}=\mathcal{A}, and for any ordinal α≻0\alpha \succ 0, define Aα=(⋃0⪯β≺αAβ)∗\mathcal{A}_{\alpha }=\left(\bigcup_{0 \preceq \beta \prec \alpha } \mathcal{A}_{\beta }\right)^{*}. Then 0⪯α≺β0 \preceq \alpha \prec \beta implies A⊆Aα⊆Aβ⊆S(A)\mathcal{A} \subseteq \mathcal{A}_{\alpha } \subseteq \mathcal{A}_{\beta } \subseteq S(\mathcal{A}).

(b)

Letting ω\omega denote the first uncountable ordinal, show that S(A)=⋃0⪯α≺ωAαS(\mathcal{A})=\bigcup_{0 \preceq \alpha \prec \omega } \mathcal{A}_{\alpha }.

(c)

If card⁡(A)≤c\operatorname {card}(\mathcal{A}) \leq \mathfrak {c}, then card⁡(S(A))≤c\operatorname {card}(S(\mathcal{A})) \leq \mathfrak {c}.

Problem 1.3.8

We will show that no σ\sigma-field can ever be countably infinite.

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(a)

If Ω\Omega is finite, then any σ\sigma-field on Ω\Omega is finite.

(b)

For the remainder, assume that Ω\Omega is infinite and that there is a countably infinite σ\sigma-field F={A1,A2,…}\mathcal{F}=\left\{ A_{1}, A_{2}, \ldots \right\} on Ω\Omega. For each ω∈Ω\omega \in \Omega, let Bω=⋂{An:ω∈An}B_{\omega }=\bigcap \left\{ A_{n}: \omega \in A_{n}\right\}. For any distinct ω,ω′∈Ω\omega , \omega^{\prime } \in \Omega, either Bω=Bω′B_{\omega }=B_{\omega^{\prime }} or Bω∩Bω′=∅B_{\omega } \cap B_{\omega^{\prime }}=\varnothing.

(c)

From (b), there exists a disjoint collection {C1,C2,…}\left\{ C_{1}, C_{2}, \ldots \right\} of nonempty F\mathcal{F}-sets with ⋃n=1∞Cn=Ω\bigcup_{n=1}^{\infty } C_{n}=\Omega.

(d)

For each sequence e=(e1,e2,…)e=\left(e_{1}, e_{2}, \ldots \right) of 0's and 1's, let De=⋃{Cn:en=1}D_{e}=\bigcup \left\{ C_{n}: e_{n}=1\right\}. Then e≠e′e \neq e^{\prime } forces De≠De′D_{e} \neq D_{e^{\prime }}, and a contradiction ensues. Hence, there cannot exist a countably infinite σ\sigma-field on our infinite Ω\Omega.

Problem 1.3.9
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(a)

If A⊆A′⊆σ(A)\mathcal{A} \subseteq \mathcal{A}^{\prime } \subseteq \sigma (\mathcal{A}), then σ(A′)=σ(A)\sigma \left(\mathcal{A}^{\prime }\right)=\sigma (\mathcal{A}).

(b)

For any collection ∅≠A⊆2Ω,π(A)⊆λ(A)⊆σ(A)\varnothing \neq \mathcal{A} \subseteq 2^{\Omega }, \pi (\mathcal{A}) \subseteq \lambda (\mathcal{A}) \subseteq \sigma (\mathcal{A}).

(c)

If the nonempty collection A\mathcal{A} is finite, then σ(A)=f(A)\sigma (\mathcal{A})=f(\mathcal{A}).

(d)

For arbitrary collection A\mathcal{A}, we have σ(A)=σ(f(A))\sigma (\mathcal{A})=\sigma (f(\mathcal{A})).

(e)

For arbitrary collection A\mathcal{A}, we have f(σ(A))=σ(f(A))f(\sigma (\mathcal{A}))=\sigma (f(\mathcal{A})).

Problem 1.3.10

We will show that f(A)f(\mathcal{A}) is the class of sets of the form ⋃i=1m⋂j=1niAij\bigcup_{i=1}^{m} \bigcap_{j=1}^{n_{i}} A_{i j}, where for each (i,j)\left(i, j\right) pair either AijA_{i j} or AijcA_{i j}^{c} is in A\mathcal{A}, and where ⋂j=1n1A1j,…,⋂j=1nmAmj\bigcap_{j=1}^{n_{1}} A_{1 j}, \ldots , \bigcap_{j=1}^{n_{m}} A_{m j} are disjoint.

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(a)

Let C\mathcal{C} denote the class of sets of the stated form. Then Ω∈C\Omega \in \mathcal{C} and C\mathcal{C} is closed under intersection.

(b)

Show that C\mathcal{C} is closed under complementation by first showing that

(⋃i=1m⋂j=1niAij)c=⋂i=1m(Ai1c∪⋃j=2ni(Aijc∩⋂k=1j−1Aik)), \left(\bigcup _{i=1}^{m} \bigcap _{j=1}^{n_{i}} A_{i j}\right)^{c}=\bigcap _{i=1}^{m}\left(A_{i 1}^{c} \cup \bigcup _{j=2}^{n_{i}}\left(A_{i j}^{c} \cap \bigcap _{k=1}^{j-1} A_{i k}\right)\right),

where if ni<2n_{i}<2, ⋃j=2ni(Aijc∩⋂k=1j−1Aik)\bigcup_{j=2}^{n_{i}}\left(A_{i j}^{c} \cap \bigcap_{k=1}^{j-1} A_{i k}\right) is defined as ∅\varnothing, i=1,…,mi=1, \ldots , m.

(c)

For i=1,…,mi=1, \ldots , m, ⋃j=2ni(Aijc∩⋂k=1j−1Aik)∈C\bigcup_{j=2}^{n_{i}}\left(A_{i j}^{c} \cap \bigcap_{k=1}^{j-1} A_{i k}\right) \in \mathcal{C}. Also, by closure under intersection, we have (⋃i=1m⋂j=1niAij)c∈C\left(\bigcup_{i=1}^{m} \bigcap_{j=1}^{n_{i}} A_{i j}\right)^{c} \in \mathcal{C}.

(d)

C\mathcal{C} is a field that contains A\mathcal{A}, and thus f(A)⊆Cf(\mathcal{A}) \subseteq \mathcal{C}.

(e)

Every C\mathcal{C}-set must be in any field containing A\mathcal{A}, hence C⊆f(A)\mathcal{C} \subseteq f(\mathcal{A}).

Problem 1.3.11

If card⁡(A)=ℵ0\operatorname {card}(\mathcal{A})=\aleph_{0}, then card⁡(f(A))=ℵ0\operatorname {card}(f(\mathcal{A}))=\aleph_{0}.

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Remark.
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Use problem 1.3.10.

Problem 1.3.12

When A={A1,…,An}\mathcal{A}=\left\{ A_{1}, \ldots , A_{n}\right\}, σ(A)\sigma (\mathcal{A}) has at most 22n2^{2^{n}} sets. The bound is achieved if A1,…,AnA_{1}, \ldots , A_{n} are disjoint.

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Problem 1.3.13

Let A={{ω}:ω∈Ω}\mathcal{A}=\left\{ \left\{ \omega \right\} : \omega \in \Omega \right\}, where Ω\Omega as usual denotes a nonempty set.

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(a)

f(A)={A⊆Ω:A is finite or Ac is finite}f(\mathcal{A})=\left\{ A \subseteq \Omega : A \text{ is finite or } A^{c} \text{ is finite}\right\}.

(b)

When Ω\Omega is amc, σ(A)=2Ω\sigma (\mathcal{A})=2^{\Omega }.

(c)

For general Ω\Omega, σ(A)={A⊆Ω:A or Ac is amc}\sigma (\mathcal{A})=\left\{ A \subseteq \Omega : A \text{ or } A^{c} \text{ is amc}\right\}.

Problem 1.3.14

Suppose that {Fn}n=1∞\left\{ \mathcal{F}_{n}\right\}_{n=1}^{\infty } is a sequence of σ\sigma-fields on Ω\Omega with the property that each Fn\mathcal{F}_{n} is generated by a countable collection of subsets of Ω\Omega. Then the minimal σ\sigma-field containing each of F1,F2,…\mathcal{F}_{1}, \mathcal{F}_{2}, \ldots, that is, the intersection of all σ\sigma-fields on Ω\Omega that contain each of F1,F2,…\mathcal{F}_{1}, \mathcal{F}_{2}, \ldots, is generated by an amc collection of subsets of Ω\Omega.

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Problem 1.3.15

Let F\mathcal{F} denote any σ\sigma-field on Ω\Omega other than 2Ω2^{\Omega }, and let H⊊ΩH \subsetneq \Omega be such that H∉FH \notin \mathcal{F}. Then σ(F∪{H})={(H∩A)∪(Hc∩B):A,B∈F}\sigma (\mathcal{F} \cup \left\{ H\right\} )=\left\{ \left(H \cap A\right) \cup \left(H^{c} \cap B\right): A, B \in \mathcal{F}\right\}.

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Problem 1.3.16

Let F=σ(A)\mathcal{F}=\sigma (\mathcal{A}), where ∅≠A⊆2Ω\varnothing \neq \mathcal{A} \subseteq 2^{\Omega }. For each B∈FB \in \mathcal{F} there exists a countable subcollection AB⊆A\mathcal{A}_{B} \subseteq \mathcal{A} with B∈σ(AB)B \in \sigma \left(\mathcal{A}_{B}\right).

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Problem 1.3.17

The following parts are of a similar flavor.

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(a)

Suppose that A\mathcal{A} is such that σ(A)=2Ω\sigma (\mathcal{A})=2^{\Omega }. For each distinct pair ω,ω′∈Ω\omega , \omega^{\prime } \in \Omega there exists A∈AA \in \mathcal{A} with ω∈A\omega \in A but ω′∉A\omega^{\prime } \notin A.

(b)

Let Ω\Omega be countable, and suppose that for each distinct pair ω,ω′∈Ω\omega , \omega^{\prime } \in \Omega, there exists a set A∈AA \in \mathcal{A} such that ω∈A\omega \in A but ω′∉A\omega^{\prime } \notin A. Then σ(A)=2Ω\sigma (\mathcal{A})=2^{\Omega }.

Problem 1.3.18

Given ∅≠A⊆2Ω\varnothing \neq \mathcal{A} \subseteq 2^{\Omega } and ∅≠B⊆Ω\varnothing \neq B \subseteq \Omega, let A∩B={A∩B:A∈A}\mathcal{A} \cap B= \left\{ A \cap B: A \in \mathcal{A}\right\} and let σ(A)∩B={A∩B:A∈σ(A)}\sigma (\mathcal{A}) \cap B=\left\{ A \cap B: A \in \sigma (\mathcal{A})\right\}.

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(a)

σ(A)∩B\sigma (\mathcal{A}) \cap B is a σ\sigma-field on BB.

(b)

Next, define σB(A∩B)\sigma_{B}(\mathcal{A} \cap B) to be the minimal σ\sigma-field over BB generated by the class A∩B\mathcal{A} \cap B. Then σB(A∩B)=σ(A)∩B\sigma_{B}(\mathcal{A} \cap B)=\sigma (\mathcal{A}) \cap B.

Problem 1.3.19

Suppose that A={A1,A2,…}\mathcal{A}=\left\{ A_{1}, A_{2}, \ldots \right\} is a disjoint sequence of subsets of Ω\Omega with ⋃n=1∞An=Ω\bigcup_{n=1}^{\infty } A_{n}=\Omega. Then each σ(A)\sigma (\mathcal{A})-set is the union of an at most countable subcollection of A1,A2,…A_{1}, A_{2}, \ldots.

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Problem 1.3.20

Let P\mathcal{P} denote a π\pi-system on Ω\Omega, and let L\mathscr {L} denote a λ\lambda-system on Ω\Omega with P⊆L\mathcal{P} \subseteq \mathscr {L}. We will show that σ(P)⊆L\sigma (\mathscr {P}) \subseteq \mathscr {L}. Let λ(P)\lambda (\mathscr {P}) denote the λ\lambda-system generated by P\mathcal{P}, and for each subset A⊆ΩA \subseteq \Omega we define EA={C⊆Ω:A∩C∈λ(P)}\mathscr {E}_{A}=\left\{ C \subseteq \Omega : A \cap C \in \lambda (\mathcal{P})\right\}.

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Problem 1.3.21

Let F\mathcal{F} denote a field on Ω\Omega, and let M\mathcal{M} denote a monotone class on Ω\Omega [See Exercise 1.3.1]. We will show that F⊆M\mathcal{F} \subseteq \mathcal{M} implies that σ(F)⊆M\sigma (\mathcal{F}) \subseteq \mathcal{M}. Let m(F)m(\mathcal{F}) denote the minimal monotone class on Ω\Omega generated by F\mathcal{F}. That is, m(F)m(\mathcal{F}) is the intersection of all monotone classes on Ω\Omega containing the collection F\mathcal{F}.

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(a)

To prove the claim, it is sufficient to show that σ(F)⊆m(F)\sigma (\mathcal{F}) \subseteq m(\mathcal{F}).

(b)

If m(F)m(\mathcal{F}) is a field, then σ(F)⊆m(F)\sigma (\mathcal{F}) \subseteq m(\mathcal{F}).

(c)

Ω∈m(F)\Omega \in m(\mathcal{F}).

(d)

Let G={A⊆Ω:Ac∈m(F)}.G\mathcal{G}=\left\{ A \subseteq \Omega : A^{c} \in m(\mathcal{F})\right\} . \mathcal{G} is a monotone class on Ω\Omega and m(F)⊆Gm(\mathcal{F}) \subseteq \mathcal{G}.

(e)

m(F)m(\mathcal{F}) is indeed closed under complements.

(f)

Let \mathscr {H}_{1}=\left\{ A \subseteq \Omega : A \cup B \in m(\mathcal{F}) for all B \in \mathcal{F}\right\}. Then H1\mathscr {H}_{1} is a monotone class such that F⊆H1\mathcal{F} \subseteq \mathscr {H}_{1} and m(F)⊆H1m(\mathcal{F}) \subseteq \mathscr {H}_{1}.

(g)

Let \mathscr {E}_{2}=\left\{ B \subseteq \Omega : A \cup B \in m(\mathcal{F}) for all A \in m(\mathcal{F})\right\}. Then E2\mathscr {E}_{2} is a monotone class such that F⊆H2\mathcal{F} \subseteq \mathscr {H}_{2}, and m(F)⊆H2m(\mathcal{F}) \subseteq \mathscr {H}_{2}.

(h)

m(F)m(\mathcal{F}) is closed under finie unions, and hence is a field.