Sub-Poisson distributions: Concentration inequalities, optimal variance proxies, and closure properties

Lasse Leskelä, Ian Välimaa

We introduce a nonasymptotic framework for sub-Poisson distributions with moment generating function dominated by that of a Poisson distribution. At its core is a new notion of opt…