Refined Mode-Clustering via the Gradient of Slope

In this paper, we propose a new clustering method inspired by mode-clustering that not only finds clusters, but also assigns each cluster with an attribute label. Clusters obtained from our method show connectivity of the underlying distribution. We also design a local two-sample test based on the c...

Full description

Bibliographic Details
Main Authors: Kunhui Zhang, Yen-Chi Chen
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/4/2/30