Theorem 14.7.4 (Carathéodory, [Theorem 1.11, Fol99]). Let $X$ be a set, $\mu^{*}: 2^{X} \to [0, \infty]$ be an outer measure, and $\cm \subset 2^{X}$ be the collection of all $\mu^{*}$-measurable sets, then:

  1. For any $F \subset X$ and $\seq{E_n}\subset \cm$ pairwise disjoint,

    \[\mu^{*}\paren{F \cap \bigsqcup_{n \in \natp}E_n}= \sum_{n \in \natp}\mu^{*}(F \cap E_{n})\]
  2. $\cm$ is a $\sigma$-algebra.

  3. $(X, \cm, \mu^{*}|_{\cm})$ is a complete measure space.

Proof. (1): Let $N \in \nat$, then

\[\mu^{*}\paren{F \cap \bigsqcup_{n \in \natp}E_n}\ge \mu^{*}\paren{F \cap \bigsqcup_{n =1}^N E_n}= \sum_{n = 1}^{N} \mu^{*}(F \cap E_{n})\]

As this holds for all $N \in \nat$,

\[\mu^{*}\paren{F \cap \bigsqcup_{n \in \natp}E_n}\ge \sum_{n \in \natp}\mu^{*}(F \cap E_{n})\]

(2): Firstly, $\emptyset, X \in \cm$ since $\mu^{*}(\emptyset) = 0$. For any $A \in \cm$, $A^{c} \in \cm$ as well because the definition of $\mu^{*}$-measurability is symmetric.

Let $A, B \in \cm$ and $F \subset X$, then

\begin{align*}\mu^{*}(F)&= \mu^{*}(F \cap A) + \mu^{*}(F \setminus A) \\&= \mu^{*}(F \cap A \cap B) + \mu^{*}(F \cap A \setminus B) + \mu^{*}(F \cap B \setminus A) + \mu^{*}(F \setminus (A \cup B)) \\&= \mu^{*}(F \cap B) + \mu^{*}(F \cap A \setminus B) + \mu^{*}(F \setminus (A \cup B)) \\&= \mu^{*}(F \cap (A \cup B)) + \mu^{*}(F \setminus (A \cup B))\end{align*}

so $\cm$ is an algebra. Since (1) implies that $\cm$ is closed under countable disjoint unions, $\cm$ is a $\sigma$-algebra by Lemma 13.1.5.

(3): By (1), $\mu|_{\cm}$ is a measure. Let $N \in \cm$ with $\mu^{*}(N) = 0$, then for any $E \subset N$ and $F \subset X$,

\begin{align*}\mu^{*}(E)&= \underbrace{\mu^*(E \cap N)}_{0} + \mu^{*}(E \setminus N) \\&= \underbrace{\mu^*(E \cap N \setminus F)}_{0} + \underbrace{\mu^*(E \cap F)}_{0} + \mu^{*}(E \setminus N) \\&= \mu^{*}((E \setminus F) \cap N) + \mu^{*}(E \cap F) + \mu^{*}((E \setminus F) \setminus N) \\&= \mu^{*}(E \cap F) + \mu^{*}(E \setminus F)\end{align*}
$\square$