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Computing the Depth of a Flat

Published 25 Sep 2000 in cs.CG | (0009024v1)

Abstract: We give algorithms for computing the regression depth of a k-flat for a set of n points in Rd. The running time is O(nd-2 + n log n) when 0 < k < d-1, faster than the best time bound for hyperplane regression or for data depth.

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