56 citations · 237 across the 26 of their papers we have counts for
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math.ST2019★ 1 cited
Theory of high-dimensional outliers
Hyo Young Choi, J. S. Marron
This study concerns the issue of high dimensional outliers which are challenging to distinguish from inliers due to the special structure of high dimensional space. We introduce a…
stat.ME2019★ 1 cited
Variable screening based on Gaussian Centered L-moments
Hyowon An, Kai Zhang, Hannu Oja +1
An important challenge in big data is identification of important variables. In this paper, we propose methods of discovering variables with non-standard univariate marginal distri…