When small data beats big data

DOI10.1016/j.spl.2018.02.031zbMath1489.62412OpenAlexW2794386528MaRDI QIDQ1642414

Nicole H. Augustin, Julian J. Faraway

Publication date: 20 June 2018

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://www.pure.ed.ac.uk/ws/files/135892856/smallvbig.pdf

zbMATH Keywords

small databig data

Mathematics Subject Classification ID

Statistical aspects of big data and data science (62R07)

Related Items (4)

The role of statistics in the era of big data ⋮ Big questions, informative data, excellent science ⋮ Statistical science in the world of big data ⋮ Design of experiments and machine learning to improve robustness of predictive maintenance with application to a real case study

Cites Work

• On the role of statistics in the era of big data: a call for a debate
• Computational and statistical tradeoffs via convex relaxation
• Modeling Spatiotemporal Forest Health Monitoring Data
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