Testing Uniformity based on Maximum Extropy

In this paper, seven tests for uniformity based on the maximum extropy of uniform distribution are proposed. The properties of the tests are investigated and the percentage points are obtained. Through a Monte Carlo simulation, powers of the tests against various alternatives and for different sample sizes are computed and reported. The results show the tests have a good performance in terms of power. Finally, the tests are applied to a real data set for illustration.