Testing Uniformity based on Maximum Extropy
Accepted - November 2024
Keywords:
extropy estimator, testing uniformity, Monte Carlo simulation, percentage points, test powerAbstract
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.
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