Large deviations probabilities for a symmetry test statistic based on delta-sequence density estimation

The goal of this paper is to provide large deviations limit theorems for statistics, based on the delta-sequence density estimation and designed to symmetry testing of distribution. A general result is stated for any regular delta-sequence and a discussion of hypotheses for the most usual methods is given. The estimation is based upon sequences of independent and identically distributed random variables.