Multivariate Time Series Change-Point Detection with a Novel Pearson-like Scaled Bregman Divergence

Change-point detection is a challenging problem that has a number of applications across various real-world domains. The primary objective of CPD is to identify specific time points where the underlying system undergoes transitions between different states, each characterized by its distinct data di...

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Bibliographic Details
Main Authors: Tong Si, Yunge Wang, Lingling Zhang, Evan Richmond, Tae-Hyuk Ahn, Haijun Gong
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/7/2/28