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Largest variance for a variable bounded in minus one to one

Question

A random variable YY takes values only in the interval [−1,1][-1,1]. What is the greatest value Var⁡(Y)\operatorname{Var}(Y) can have?

Short answer

11. Always Var⁡(Y)≤E[Y2]≤1\operatorname{Var}(Y)\le\mathbb{E}[Y^2]\le1 since ∣Y∣≤1|Y|\le1. Equality is attained by Y=±1Y=\pm1 with probability 12\tfrac12 each, which has mean 00 and Y2=1Y^2=1.

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