I have to prove an inequality between probability and expectation and I wanted to ask for help on it. Here is the problem:
Assume that $Y \ge 0$ and $E Y^2 < \infty$. I need to prove that:
$$\Pr(Y > 0) \ge \frac{(EY)^2}{(EY^2)}$$
Thanks for your help and hints in advance.