On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables

Julyan Arbel, Olivier Marchal, Hien D. Nguyen

We investigate the sub-Gaussian property for almost surely bounded random variables. If sub-Gaussianity per se is de facto ensured by the bounded support of said random variables,…