Sigma-Algebra/Examples/Trivial Sigma-Algebra
Examples of $\sigma$-Algebra
Let $X$ be a set.
The trivial $\sigma$-algebra on $X$ is the $\sigma$-algebra defined as:
- $\set {\O, X}$
Proof
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Verify the axioms for a $\sigma$-algebra in turn:
Axiom $(\text {SA} 1)$
From Intersection with Empty Set, there exists $\O \in \set {\O, X}$, such that:
- $\O \cap X = \O$
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And from Intersection with Subset is Subset and Set is Subset of Itself, there exists $X \in \set {\O, X}$ such that:
- $ X \cap X = X$
So, we have:
- $\forall A \in \set {\O, X}: A \cap X = A$
Hence $X \in \Sigma$.
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Hence $X$ is the unit of $\set {\O, X}$.
$\Box$
Axiom $(\text {SA} 2)$
By Set Difference with Self is Empty Set again:
- $\relcomp X X = \O \in \Sigma$.
Where $\relcomp X X$, and is the relative complement of $X$ in $X$
Now suppose:
- $\O \in \Sigma$
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Then by Set Difference with Empty Set is Self:
- $\relcomp X \O = X \in \Sigma$.
So $\forall A \in \Sigma$:
- $\relcomp X A \in \Sigma$
Hence $\Sigma$ is closed under complement.
$\Box$
Axiom $(\text {SA} 3)$
Let the set of sets $\mathbb S$ be such that $\mathbb S$ is the empty set $\O$.
Then by Union is Empty iff Sets are Empty, the union of $\mathbb S$ is $\O$:
- $\mathbb S = \O \implies \bigcup \mathbb S = \O$
By Union with Empty Set we have:
- $X \cup \O = X$
By Union of Subsets is Subset and Set is Subset of Itself, we have:
- $\ds \bigcup \mathbb S \subseteq X$
So we have:
- $\forall A_n \in \Sigma: n = 1, 2, \ldots: \bigcup_{n \mathop = 1}^\infty A_n \in \Sigma$
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Hence $\sigma$ is closed under countable unions.
$\Box$
Hence the result.
$\blacksquare$