Testing multivariate uniformity: The distance-to-boundary method
نویسندگان
چکیده
منابع مشابه
Testing multivariate uniformity and its applications
Some new statistics are proposed to test the uniformity of random samples in the multidimensional unit cube [0, 1]d (d ≥ 2). These statistics are derived from number-theoretic or quasi-Monte Carlo methods for measuring the discrepancy of points in [0, 1]d. Under the null hypothesis that the samples are independent and identically distributed with a uniform distribution in [0, 1]d, we obtain som...
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ژورنال
عنوان ژورنال: Canadian Journal of Statistics
سال: 2006
ISSN: 0319-5724,1708-945X
DOI: 10.1002/cjs.5550340409