A Berry-Esseen bound for symmetric statistics

Abstract

The rate of convergence of the distribution function of a symmetric function of N independent and identically distributed random variables to its normal limit is investigated. Under appropriate moment conditions the rate is shown to be {Mathematical expression}(N-1/2). This theorem generalizes many known results for special cases and two examples are given. Possible further extensions are indicated. © 1984 Springer-Verlag.