20 citations · 20 across the 1 of their papers we have counts for
3 papers
stat.CO2016★ 20 cited
Depth and depth-based classification with R-package ddalpha
Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff
Following the seminal idea of Tukey, data depth is a function that measures how close an arbitrary point of the space is located to an implicitly defined center of a data cloud. Ha…
stat.ML2016
Classification with the pot-pot plot
Oleksii Pokotylo, Karl Mosler
We propose a procedure for supervised classification that is based on potential functions. The potential of a class is defined as a kernel density estimate multiplied by the class'…
stat.CO2016
Computing the Oja Median in R: The Package OjaNP
Daniel Fischer, Karl Mosler, Jyrki Möttönen +3
The Oja median is one of several extensions of the univariate median to the multivariate case. It has many nice properties, but is computationally demanding. In this paper, we firs…