Definition:Random Variable/Real-Valued/Notation

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Notation

As an abuse of notation, we may write:

$\set {\omega \in \Omega : \map X \omega \le x}$ as $\set {X \le x}$
$\set {\omega \in \Omega : \map X \omega \ge x}$ as $\set {X \ge x}$
$\set {\omega \in \Omega : \map X \omega < x}$ as $\set {X < x}$
$\set {\omega \in \Omega : \map X \omega > x}$ as $\set {X > x}$
$\set {\omega \in \Omega : \map X \omega = x}$ as $\set {X = x}$
$\set {\omega \in \Omega : \map X \omega \in A}$ as $\set {X \in A}$

Generally, we write:

$\set {\omega \in \Omega : \map P {\map X \omega} }$ as $\set {\map P X}$

for any propositional function of $\map X \omega$ such that:

$\set {\omega \in \Omega : \map P {\map X \omega} }$ is $\Sigma$-measurable.

We may therefore write, for example:

$\map \Pr {\set {\omega \in \Omega : \map X \omega = x} }$

as:

$\map \Pr {\set {X = x} }$

Usually the curly brackets are dropped and we write:

$\map \Pr {\set {\omega \in \Omega : \map X \omega = x} } = \map \Pr {X = x}$


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