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Median in some statistical methods

Publication

Abstract

This work is focused on utilization of robust properties of median. We propose variety of algorithms with respect to their breakdown point.

In addition, other properties are studied such as consistency (strong or weak), equivariance and computational complexity. From practical point of view we are looking for methods balancing good robust properties and computational complexity, because these two properties do not usually correspond to each other.