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Bayesian Hierarchical Model for Change Point Detection in Multivariate Sequences

Authors :
Huaqing Jin
Fei Jiang
Guosheng Yin
Binhang Yuan
Source :
Technometrics. 64:177-186
Publication Year :
2021
Publisher :
Informa UK Limited, 2021.

Abstract

Motivated by the wind turbine anomaly detection, we propose a Bayesian hierarchical model (BHM) for the mean-change detection in multivariate sequences. By combining the exchange random order distr...

Details

ISSN :
15372723 and 00401706
Volume :
64
Database :
OpenAIRE
Journal :
Technometrics
Accession number :
edsair.doi...........6ad5701b357b4103ffeedb06774287c3