The Tails of Probabilities Chosen From A Dirichlet Prior

Abstract

Let α be a finite nonnull measure on R, and let the random distribution function F be distributed according to Dα, where Dα is the Dirichlet process prior with parameter α; see Ferguson (1973). This note points out that, almost surely, the tails of F are much smaller than the tails of α.