Jan 21, 2020 · Abstract:We analyze the performance of the Tukey median estimator under total variation (TV) distance corruptions.
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The Tukey median is the point(s) with largest Tukey depth [1]; it is a generalization of the one-dimensional median to high dimensions (see (1) for a formal ...
We analyze the performance of the Tukey median estimator under total variation (TV) distance corruptions.
Both the Tukey median estimator and the projection algorithm achieve sample complexity linear in dimension under TV corruptions and a certain projection ...
Jun 21, 2020 · Abstract. We analyze the performance of the Tukey median estimator under total variation (TV) distance corruptions. Previous results show that ...
In the Tukey method, if there is an EVEN number in the data range, then the data set is split equally in half and the median is taken for the Lower Hinge and ...
Dec 31, 2016 · As a first step I want apply a Tukey median smoother on points that do exist so I can study the residuals to decide if the point is an outlier.
Jul 11, 2010 · I'm searching the John Tukey algorithm which compute a "resistant line" or "median-median line" on my linear regression with R.
May 7, 2020 · Tukey depth is also known as location depth or halfspace depth. The Tukey depth is a measure of the depth of a point in a fixed set of points.
It is used in numerous applications including mul- tivariate data analysis, outlier detection, tests for location (also scale and symmetry), classification,.