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Testing multivariate uniformity: The distance‐to‐boundary method

Testing multivariate uniformity: The distance‐to‐boundary method

Abstract Given a random sample taken on a compact domain S ⊂ d , the authors propose a new method for testing the hypothesis of uniformity of the underlying distribution. The test statistic is based on the distance of every observation to the boundary of S . The proposed test …