A Simple Note on the Basic Properties of Subgaussian Random Variables

Yang Li

This note provides a basic description of subgaussianity, by defining $(\sigma ,\rho )$-subgaussian random variables $X$ ($\sigma >0,\rho >0$) as those satisfying $\mathbb{E}(\exp(λX))\leq ρ\exp(\fr…