Signed Measure Finite iff Finite Total Variation
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Theorem
Let $\struct {X, \Sigma}$ be a measurable space.
Let $\mu$ be a signed measure on $\struct {X, \Sigma}$.
Let $\size \mu$ be the variation of $\mu$.
Then $\mu$ is finite if and only if:
- $\map {\size \mu} X < \infty$
Proof
Sufficient Condition
Suppose that:
- $\map {\size \mu} X < \infty$
Then, from Absolute Value of Signed Measure Bounded Above by Variation, we have:
- $\size {\map \mu X} \le \map {\size \mu} X$
so:
- $\size {\map \mu X} < \infty$
So $\mu$ is finite.
$\Box$
Necessary Condition
Suppose that $\mu$ is finite.
Let $\tuple {\mu^+, \mu^-}$ be the Jordan decomposition of $\mu$.
From Jordan Decomposition of Finite Signed Measure, $\mu^+$ and $\mu^-$ are finite measures.
So:
- $\map {\mu^+} X < \infty$ and $\map {\mu^-} X < \infty$.
Then, we have:
\(\ds \map {\size \mu} X\) | \(=\) | \(\ds \map {\mu^+} X + \map {\mu^-} X\) | Definition of Total Variation of Signed Measure | |||||||||||
\(\ds \) | \(<\) | \(\ds \infty\) |
$\blacksquare$