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. © 1993, Cambridge University Press. All rights reserved.
Tests of randomness based on the k-nn distances for data from a bounded region
Rotondi R
1993
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. © 1993, Cambridge University Press. All rights reserved.File in questo prodotto:
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