Definition 15.8.1 (Product Measure). Let $(X, \cm, \mu)$ and $(Y, \cn, \nu)$ be measure spaces, then there exists a measure $\mu \otimes \nu: \cm \times \cn \to [0, \infty]$ such that:

  1. For each $E \in \cm$ and $F \in \cn$, $\mu \otimes \nu(E \times F) = \mu(E)\nu(F)$.

  2. For any measure $\lambda: \cm \otimes \cn \to [0, \infty]$, $\lambda \le \mu$. For any $A \in \cm \otimes \cn$ with $\mu(A) < \infty$, $\lambda(A) = \mu(A)$. In particular, if $\mu$ is $\sigma$-finite, then $\lambda = \mu$.

The measure $\mu \otimes \nu$ is the product of $\mu$ and $\nu$.

Proof. Let

\[\mathcal{R}= \bracs{E \times F|E \in \cm, F \in \cn}\]

then $\mathcal{R}$ is an elementary family by Proposition 14.4.3. Let

\[\alg = \bracs{\bigsqcup_{i = 1}^n E_j \times F_j \bigg | \seqf{E_j \times F_j} \subset \mathcal{R} \text{ pairwise disjoint}}\]

then $\alg$ is a ring over $X \times Y$. For each pairwise disjoint collection $\seqf{E_j \times F_j}\subset \mathcal{R}$, let

\[\mu \otimes \nu\paren{\bigsqcup_{j = 1}^n E_j \times F_j}= \sum_{j = 1}^{n} \mu(E_{j}) \mu(F_{j})\]

then $\mu \otimes \nu$ is well-defined and finitely additive on $\alg$.

Let $A \times B \in \mathcal{A}$ and $\seq{A_n \times B_n}\subset \mathcal{R}$ such that $A \times B = \bigsqcup_{n \in \natp}A_{n} \times B_{n}$, then for any $x \in X$ and $y \in Y$,

\[\one_{A \times B}(x, y) = \sum_{n \in \natp}\one_{A_n \times B_n}(x, y) = \sum_{n \in \natp}\one_{A_n}(x)\one_{B_n}(y)\]

By the Monotone Convergence Theorem, for any $y \in Y$,

\begin{align*}\mu(A)\one_{B}(y)&= \int_{X} \one_{A}(x)\one_{B}(y)\mu(dx) = \sum_{n \in \natp}\int_{X} \one_{A_n}(x)\one_{B_n}(y) \mu(dx) \\&= \sum_{n = 1}^{\infty} \mu(A_{n})\one_{B_n}(y)\end{align*}

By the Monotone Convergence Theorem again,

\begin{align*}\mu(A)\nu(B)&= \int_{Y} \mu(A)\one_{B}(y) \nu(dy) = \sum_{n = 1}^{\infty} \int_{Y} \mu(A_{n})\one_{B_n}\nu(dy) \\&= \sum_{n = 1}^{\infty} \mu(A_{n})\nu(B_{n})\end{align*}

Therefore $\mu \otimes \nu$ is a premeasure on $\alg$. By Carathéodory’s Extension Theorem, there exists a measure $\mu \otimes \nu$ satisfying (1) and (U).$\square$