Section 6.1

Stage One: Simple Functions

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Problem 6.1.1

Let E∈FE \in \mathscr {F}.

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(a)

μ(E)=0\mu (E)=0 iff IEs(s)=0\mathcal{I}_{E}^{s}(s)=0 for every s∈Ss \in \mathbb {S}.

(b)

For any c⩾0,IEs(c)=cμ(E)c \geqslant 0, \mathcal{I}_{E}^{s}(c)=c \mu (E).

Problem 6.1.2

Let t,s,s1,s2,…∈St, s, s_{1}, s_{2}, \ldots \in \mathbb {S}. Why can't we say that IEs(as+bt)=aIEs(s)+bIEs(t)\mathfrak {I}_{E}^{s}(a s+ b t)=a \mathfrak {I}_{E}^{s}(s)+b \mathfrak {I}_{E}^{s}(t) for every a,b∈Ra, b \in \mathbb {R}, as compared to saying that the result holds for every 0⩽a,b<∞0 \leqslant a, b<\infty ? Also, why can't we necessarily write IEs(∑i=1∞cisi)=∑i=1∞ciIEs(si)\mathcal{I}_{E}^{s}\left(\sum_{i=1}^{\infty } c_{i} s_{i}\right)=\sum_{i=1}^{\infty } c_{i} \mathcal{I}_{E}^{s}\left(s_{i}\right) ?

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Problem 6.1.3

Let E∈FE \in \mathscr {F} be such that μ(E)>0\mu (E)>0. Then IEs(s)=0\mathcal{I}_{E}^{s}(s)=0 iff s=0μs=0 \mu-a. e. on E. In particular, Is(s)=0\mathcal{I}^{\mathcal{s}}(s)=0 iff s=0μs=0 \mu-a. e. [on Ω\Omega ].

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Problem 6.1.4

Let E∈FE \in \mathcal{F} and s∈Ss \in \mathbb {S}.

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(a)

If μ(E)<∞\mu (E)<\infty, then IEs(s)<∞\mathcal{I}_{E}^{s}(s)<\infty, but the converse is not necessarily true.

(b)

If μ(E)=∞\mu (E)=\infty and IEs(s)=∞\mathcal{I}_{E}^{s}(s)=\infty, then μ({ω∈E:s(ω)>0})>0\mu (\left\{ \omega \in E: s(\omega )>0\right\} )>0, but the converse is not necessarily true.

(c)

Let μ(E)=∞\mu (E)=\infty. Then IEI(s)<∞\mathcal{I}_{E}^{\mathcal{I}}(s)<\infty iff μ({ω∈E:s(ω)>0})<∞\mu (\left\{ \omega \in E: s(\omega )>0\right\} )<\infty.

Problem 6.1.5

Suppose that {En}n=1∞\left\{ E_{n}\right\}_{n=1}^{\infty } is a nonincreasing sequence of F\mathcal{F}-sets. Also, let s∈Ss \in \mathbb {S}.

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(a)

It is not necessarily the case that lim⁡nIEns(s)=Ilim⁡nEns(s)\lim_{n} \mathcal{I}_{E_{n}}^{s}(s)=\mathcal{I}_{\lim_{n} E_{n}}^{s}(s).

(b)

If IEns(s)<∞\mathcal{I}_{E_{n}}^{s}(s)<\infty for some n∈Nn \in \mathbb {N}, then lim⁡nIEns(s)=Ilim⁡nEns(s)\lim_{n} \mathcal{I}_{E_{n}}^{s}(s)=\mathcal{I}_{\lim_{n} E_{n}}^{s}(s).

(c)

If {En}n=1∞\left\{ E_{n}\right\}_{n=1}^{\infty } is no longer nonincreasing but is still such that lim⁡nEn\lim_{n} E_{n} exists, state conditions under which lim⁡nIEns(s)=Ilim⁡nEns(s)\lim_{n} \mathfrak {I}_{E_{n}}^{s}(s)=\mathfrak {I}_{\lim_{n} E_{n}}^{s}(s).

Problem 6.1.6

Let s∈Ss \in \mathbb {S} and recall (S7), where vsv_{s} is the measure on F\mathcal{F} with νs(B)=IBs(s)\nu_{s}(B)=\mathcal{I}_{B}^{s}(s) for every B∈FB \in \mathcal{F}. Then, for any E∈FE \in \mathcal{F} and t∈St \in \mathfrak {S}, we have IEs(t;νs)=IEs(ts;μ)\mathcal{I}_{E}^{s}\left(t ; \nu_{s}\right)=\mathcal{I}_{E}^{s}(t s ; \mu ).

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Problem 6.1.7

Let A∈FA \in \mathcal{F} be nonempty, and let s∈Ss \in \mathfrak {S}. Let FA={E⊆A:E∈F}\mathcal{F}_{A}=\left\{ E \subseteq A: E \in \mathcal{F}\right\}, and let μA\mu_{A} denote the restriction of μ\mu from F\mathcal{F} to FA\mathcal{F}_{A}. Finally, let sAs_{A} denote the restriction of ss from Ω\Omega to AA.

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(a)

(A,FA,μA)\left(A, \mathcal{F}_{A}, \mu_{A}\right) is a measure space.

(b)

If I\mathcal{I} denotes this section's functional relative to ( A,FA,μAA, \mathcal{F}_{A}, \mu_{A} ), then we have IEs(s;μ)=JE(sA;μA)\mathcal{I}_{E}^{s}(s ; \mu )=\mathcal{J}_{E}\left(s_{A} ; \mu_{A}\right) for every E∈FAE \in \mathcal{F}_{A}.

Problem 6.1.8

Let A∈F\{∅}A \in \mathcal{F} \backslash \left\{ \varnothing \right\}, and suppose that s:A→[0,∞)s: A \rightarrow [0, \infty ) is simple and F/B∗\mathcal{F} / \mathcal{B}^{*}-measurable. Let E∈FAE \in \mathcal{F}_{A}, where FA\mathcal{F}_{A} is defined in the previous exercise. Consider two programs:

Program 1 Extend ss from AA to Ω\Omega as follows: Let s∗∈Ss^{*} \in \mathbb {S} be such that s∗=ss^{*}=s on AA and s∗=0s^{*}=0 on AcA^{c}.

Program 2 Do not extend ss from AA to Ω\Omega as in Program 1, but instead view ss as a function defined everywhere relative to the measure space ( A,FA,μAA, \mathscr {F}_{A}, \mu_{A} ), where the notation is as in the previous exercise.

These two programs are equivalent in the sense that IEs(s∗;μ)=IE(s;μA)\mathcal{I}_{E}^{s}\left(s^{*} ; \mu \right)=\mathscr {I}_{E}\left(s ; \mu_{A}\right), where IEs\mathfrak {I}_{E}^{s} is this section's functional relative to the measure space ( Ω,F,μ\Omega , \mathcal{F}, \mu ), and JE\mathscr {J}_{E} is this section's functional relative to the measure space ( A,FA,μAA, \mathscr {F}_{A}, \mu_{A} ).

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Problem 6.1.9

Quickly prove the following "almost everywhere" modification of (S3) and (S4). As usual, s,t∈Ss, t \in \mathbb {S} and all sets are in F\mathcal{F}.

[(S3): if s=ts=t on EE, then IFs(s)=IFs(t)\mathcal{I}_{F}^{s}(s)=\mathcal{I}_{F}^{s}(t) for every F⊆EF \subseteq E. (S4): s⩽ts \leqslant t [on Ω\Omega] implies IEs(s)⩽IEs(t)\mathcal{I}_{E}^{s}(s) \leqslant \mathcal{I}_{E}^{s}(t); more generally, if s⩽ts \leqslant t on EE, then IFs(s)⩽IFs(t)\mathcal{I}_{F}^{s}(s) \leqslant \mathcal{I}_{F}^{s}(t) for every F⊆EF \subseteq E.]

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(a)

If s=tμs=t \mu-a.e. on EE, then IFs(s)=IFs(t)\mathfrak {I}_{F}^{s}(s)=\mathfrak {I}_{F}^{s}(t) for every F⊆EF \subseteq E.

(b)

If s⩽tμs \leqslant t \mu-a. e. on EE, then IFs(s)⩽IFs(t)\mathcal{I}_{F}^{s}(s) \leqslant \mathcal{I}_{F}^{s}(t) for every F⊆EF \subseteq E.