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Tests of Randomness Based on the K-NN Distances for Data from a Bounded Region
Published online by Cambridge University Press: 27 July 2009
Abstract
This paper proposes some new statistics based on k-NN distances for assessing the uniformity of a set of points belonging to a d-dimensional bounded region. Size and power of the tests have been estimated and compared to those of the modified Hopkins' statistic.
- Type
- Research Article
- Information
- Probability in the Engineering and Informational Sciences , Volume 7 , Issue 4 , October 1993 , pp. 557 - 569
- Copyright
- Copyright © Cambridge University Press 1993
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