Sharp One-Dimensional Sub-Gaussian Comparison in Convex Order

Yihan Zhang

We prove that any random variable $X$ whose moment generating function is point-wise upper bounded by that of $G\sim \mathcal{N}(0,1)$ must be dominated by $G/\mathbb{E}[|G|]$…