Given a normal random variable $X$, I define $Y \equiv$ max{ $a$, min{ $X, b$}} with $-\infty < a < b < \infty$. Then, is it true that $Var[Y] \leq Var[X]$? If so, please provide a proof. If not, please provide a counter-example.
2026-03-26 02:55:47.1774493747
Is Var[max{ a, min{X, b}}] <= Var[X] for a < b and X being normally distributed?
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