28 jan 2008 · The computation of the Tukey depth, also called halfspace depth, is very demanding, even in low dimensional spaces, because it requires that
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[PDF] Approximate Calculation of Tukeys Depth and Median With High
Using different versions of this algorithm, we demonstrate ap- proximate calculations of the deepest set of points (”Tukey median”) and Tukey's depth of a sample
[PDF] The Random Tukey Depth - Universidad de Cantabria
28 jan 2008 · The computation of the Tukey depth, also called halfspace depth, is very demanding, even in low dimensional spaces, because it requires that
[PDF] OUTPUT-SENSITIVE ALGORITHMS FOR TUKEY DEPTH AND
The Tukey depth (Tukey 1975) of a point p with respect to a finite set S of points is the minimum number of elements of S contained in any closed halfspace that
[PDF] An Optimal Randomized Algorithm for Maximum Tukey Depth
We are interested in finding a Tukey median, that is, a point q ∈ IRd with the largest Tukey depth 1 2 Motivation Notions of depths for point data sets are important
[PDF] Contributions to depth-based classification and - Universität zu Köln
viding their paper on exact computation of the Tukey depth with the Matlab source code of the algorithm I am grateful to Robert Jumpertz and Holger
[PDF] The Concept of Depth In Statistics
The notion of data depth was proposed by Tukey (1975) as a graphical tool for visualizing bivariate data sets, and has since been extended to the multivariate
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