Comments on ``Data science, big data and statistics

DOI10.1007/s11749-019-00642-wzbMath1428.62023OpenAlexW2935890328MaRDI QIDQ5970963

Marc G. Genton, Ying Sun

Publication date: 18 September 2019

Published in: Test (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10754/652443

zbMATH Keywords

statisticsbig datadata science

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Foundations and philosophical topics in statistics (62A01) Learning and adaptive systems in artificial intelligence (68T05) Statistical aspects of big data and data science (62R07)

Uses Software

• HSMClust
• ExaGeoStat
• HCC-Vis

Cites Work

• Directional outlyingness for multivariate functional data
• Multivariate Functional Data Visualization and Outlier Detection
• The hierarchical spectral merger algorithm: a new time series clustering procedure
• Principles for statistical inference on big spatio-temporal data from climate models
• Coherence-based time series clustering for statistical inference and visualization of brain connectivity
• A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data
• Hierarchical Low Rank Approximation of Likelihoods for Large Spatial Datasets
• Directional Spectra-Based Clustering for Visualizing Patterns of Ocean Waves and Winds

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