136 citations · 239 across the 24 of their papers we have counts for
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stat.ME2016★ 43 cited
A weighted edge-count two-sample test for multivariate and object data
Hao Chen, Xu Chen, Yi Su
Two-sample tests for multivariate data and non-Euclidean data are widely used in many fields. Parametric tests are mostly restrained to certain types of data that meets the assumpt…
stat.ME2016★ 11 cited
Sequential change-point detection based on nearest neighbors
Hao Chen
We propose a new framework for the detection of change-points in online, sequential data analysis. The approach utilizes nearest neighbor information and can be applied to sequence…