Let $X$ and $Y$ be any random variables defined in the same sample space. What do we mean exactly by $X>Y$?
Also, what do we mean $X>c$, where $c$ is a constant?
Thank you very much!
Let $X$ and $Y$ be any random variables defined in the same sample space. What do we mean exactly by $X>Y$?
Also, what do we mean $X>c$, where $c$ is a constant?
Thank you very much!
Random variables are measurable functions from a measurable space $(\Omega, \mathcal A)$ to another measurable space $(G, \mathcal G)$. Usually the latter space is $(\mathbb R, \mathcal B(\mathbb R)$. So saying $X > Y$ means that, for every $\omega \in \Omega$, we have $$X(\omega) > Y(\omega)$$
Of course since $X(\omega), Y(\omega) \in G$, it is implied that the relation "$>$" is defined in $G$
While @Ant's answer is correct there can be another meaning. "$X>Y$" can refer to some event, which can be formalized as $$ \{\omega:X(\omega)>Y(\omega)\}. $$ In which case $P(X>Y)$ can have any value.
You can understand $Y>c$ in the same way by considering $c$ a a (constant) random variable $(c(\omega)=c\ \forall \omega)$.
A simple example: throw two dice, observe the scores $X$ and $Y$. You can compute $P(X>Y)=5/12$.