  Notion of effective size of support (Ess) of a random variable is introduced.
A small set of natural requirements that a measure of Ess should satisfy is
presented. The measure with prescribed properties is in a direct (exp-)
relationship to the family of Renyi's $\alpha$-entropies. Question of selecting
the value of $\alpha$ most appropriate for the purpose of measuring Ess is
briefly addressed.
