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12/16/2022
On High Dimensional Behaviour of Some Two-Sample Tests Based on Ball Divergence
In this article, we propose some two-sample tests based on ball divergen...
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06/22/2022
Nearest Neighbor Classification based on Imbalanced Data: A Statistical Approach
In a classification problem, where the competing classes are not of comp...
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05/08/2022
On Exact Feature Screening in Ultrahigh-dimensional Binary Classification
We propose a new model-free feature screening method based on energy dis...
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11/28/2021
Some Clustering-based Change-point Detection Methods Applicable to High Dimension, Low Sample Size Data
Detection of change-points in a sequence of high-dimensional observation...
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02/08/2019
Nearest Neighbor Classifier based on Generalized Inter-point Distances for HDLSS Data
In high dimension, low sample size (HDLSS) settings, Euclidean distance ...
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06/06/2018