Journal of Applied Statistics, Volume 50, Issue 14 (2023)

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Journal of Applied Statistics, Volume 50, Issue 14 (2023)

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Modern Streaming Data Analytics

Editorial

Editorial
Editorial to the special issue: modern streaming data analytics
Yajun Mei (Principal Guest Editor) , Jay Bartroff (Co-Editor) , Jie Chen (Co-Editor) , Georgios Fellouris (Co-Editor) & Ruizhi Zhang (Co-Editor)
Pages: 2857-2861
Published online: 05 Oct 2023
First Page PreviewforEditorial to the special issue: modern streaming data analytics | Full Text | References | PDF (445.2 KB) | EPUB
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Articles

Article
Detection and estimation of multiple transient changes
Michael Baron & Sergey V. Malov
Pages: 2862-2888
Published online: 13 Mar 2023
AbstractforDetection and estimation of multiple transient changes | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Adaptive resources allocation CUSUM for binomial count data monitoring with application to COVID-19 hotspot detection
Jiuyun Hu, Yajun Mei, Sarah Holte & Hao Yan
Pages: 2889-2913
Published online: 03 Sep 2022
AbstractforAdaptive resources allocation CUSUM for binomial count data monitoring with application to COVID-19 hotspot detection | Full Text | References | PDF (3 MB) | EPUB
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Article
Interpretable, predictive spatio-temporal models via enhanced pairwise directions estimation
Heng-Hui Lue & ShengLi Tzeng
Pages: 2914-2933
Published online: 05 Dec 2022
AbstractforInterpretable, predictive spatio-temporal models via enhanced pairwise directions estimation | Full Text | References | PDF (2 MB) | EPUB
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Article
Significance testing of rank cross-correlations between autocorrelated time series with short-range dependence
David Lun, Svenja Fischer, Alberto Viglione & Günter Blöschl
Pages: 2934-2950
Published online: 28 Oct 2022
AbstractforSignificance testing of rank cross-correlations between autocorrelated time series with short-range dependence | Full Text | References | PDF (2.7 MB) | EPUB | Supplemental
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Open Access
Article
Active learning-based multistage sequential decision-making model with application on common bile duct stone evaluation
Hongzhen Tian, Reuven Zev Cohen, Chuck Zhang & Yajun Mei
Pages: 2951-2969
Published online: 09 Jan 2023
AbstractforActive learning-based multistage sequential decision-making model with application on common bile duct stone evaluation | Full Text | References | PDF (2 MB) | EPUB
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Article
Knockoff procedure for false discovery rate control in high-dimensional data streams
Ka Wai Tsang, Fugee Tsung & Zhihao Xu
Pages: 2970-2983
Published online: 15 May 2023
AbstractforKnockoff procedure for false discovery rate control in high-dimensional data streams | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
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Article
Rapid online plant leaf area change detection with high-throughput plant image data
Yinglun Zhan, Ruizhi Zhang, Yuzhen Zhou, Vincent Stoerger, Jeremy Hiller, Tala Awada & Yufeng Ge
Pages: 2984-2998
Published online: 05 Dec 2022
AbstractforRapid online plant leaf area change detection with high-throughput plant image data | Full Text | References | PDF (1.3 MB) | EPUB
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Article
Hot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition
Yujie Zhao, Xiaoming Huo & Yajun Mei
Pages: 2999-3029
Published online: 25 Aug 2022
AbstractforHot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition | Full Text | References | PDF (2.9 MB) | EPUB
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