An analogue of Сhernoff–Вorovkov–Utev inequality and related characterization

Chernoff–Borovkov–Utev inequality, which bounds the variances of functions of normal random variables, also characterizes normality. We present an inequality for the mean deviations of functions of random variables and demonstrate that it characterizes Laplace's double exponential distribution.