34 citations · 49 across the 9 of their papers we have counts for
Showing 2014Show all
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stat.CO2014★ 5 cited
Fast computation of Tukey trimmed regions and median in dimension
Xiaohui Liu, Karl Mosler, Pavlo Mozharovskyi
Given data in , a Tukey -trimmed region is the set of all points that have at least Tukey depth w.r.t. the data. As they are visual, affine equivariant and r…
stat.AP2014
Classifying real-world data with the -procedure
Pavlo Mozharovskyi, Karl Mosler, Tatjana Lange
The -classifier, a nonparametric fast and very robust procedure, is described and applied to fifty classification problems regarding a broad spectrum of real-world data. The p…
stat.ME2014★ 2 cited
Fast DD-classification of functional data
Karl Mosler, Pavlo Mozharovskyi
A fast nonparametric procedure for classifying functional data is introduced. It consists of a two-step transformation of the original data plus a classifier operating on a low-dim…