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Bayesian Hierarchical Model for Change Point Detection in Multivariate Sequences
- 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...
- Subjects :
- Statistics and Probability
Multivariate statistics
021103 operations research
Computer science
business.industry
Applied Mathematics
0211 other engineering and technologies
Pattern recognition
02 engineering and technology
01 natural sciences
Random order
010104 statistics & probability
Modeling and Simulation
Change points
Bayesian hierarchical modeling
Anomaly detection
Artificial intelligence
0101 mathematics
business
Change detection
Subjects
Details
- ISSN :
- 15372723 and 00401706
- Volume :
- 64
- Database :
- OpenAIRE
- Journal :
- Technometrics
- Accession number :
- edsair.doi...........6ad5701b357b4103ffeedb06774287c3