$X$ is a random variable in $\mathcal{L^2}$, $a>0$ and $\sigma(X)$ is the standard deviation of $X$.
2026-04-09 06:19:30.1775715570
How to prove or disprove $\mathbb P[X\in[\mathbb E[X]-a\sigma(X),\mathbb E[X]+a\sigma(X)]]\leq\frac{1}{a^2} $?
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False. As $a \to \infty $ LHS tends to 1 and RHS to 0.