Affine-invariant depth-based classifiers on the basis of the k-nearest neighbors method by O. A. Halkin

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The asymptotic properties of a Σ-classifier for multiclass recognition problems with non-elliptic distribution of data by O. A. Halkin

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Research of properties of the extrapolation depth functions using kernel density estimates by O. A. Halkin

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Asymptotic estimate of depth-based classifiers within the location shift model by O. A. Halkin

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Research of nonparametric maximum-depth classifiers based on the spatial quantiles by O. A. Halkin

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Construction of classifiers based on kernel density estimations using the a posteriori probabilities of competing sets by A. V. Anisimov, O. A. Halkin

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