Online monitoring of high-dimensional binary data streams with application to extreme weather surveillance

DOI10.1080/02664763.2021.1971633OpenAlexW3197935529WikidataQ114158238 ScholiaQ114158238MaRDI QIDQ5056937

Xin Liu, Zhiwen Fang, Dongdong Xiang, Xiao-Long Pu, Wen-Dong Li

Publication date: 8 December 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2021.1971633

zbMATH Keywords

thresholdingEWMApairwise correlationbinary data streamshigh-dimensional monitoring

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

• Unnamed Item
• Efficient scalable schemes for monitoring a large number of data streams
• Decentralized quickest change detection
• Attribute Control Chart for Multivariate Poisson Distribution
• Quality Control Methods for Multivariate Binomial and Poisson Distributions
• A generalized likelihood ratio test for monitoring profile data
• Rapid detection of hot-spots via tensor decomposition with applications to crime rate data
• Fault classification for high‐dimensional data streams: A directional diagnostic framework based on multiple hypothesis testing

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