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Sums of Functions of Nearest Neighbor Distances, Moment Bounds, Limit Theorems and a Goodness of Fit Test

https://doi.org/10.1214/aop/1176993668
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The nearest neighbor distance
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The k-nearest neighbor density estimate
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Weighted k-nearest neighbor density estimates
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