A review of the properties of tests for uniformity

Abstract

A wide selection of tests for uniformity is considered. Distributions of test statistics under true null hypothesis are studied and power of tests is estimated by means of methods of statistical simulation. A comparative analysis of the power of tests is conducted. The conclusions are made on preference of one test or another under presence of specific competing alternatives.