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change-point analysis 1high-dimensional data 1multiplier bootstrap 1robust statistics 1u-statistics 1

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1 paper

stat.ME2026

A General U-Statistic Framework for High-Dimensional Multiple Change-Point Analysis

Bin Liu, Yufeng Liu

The paper introduces a unified U-statistic based framework for detecting, estimating, and inferring multiple change points in high-dimensional data, handling various parameters and…