Handbook of
Big Data
Handbook of Big Data
Edited by
Peter Bühlmann
Petros Drineas
Michael Kane
Mark van der Laan
K23707
www.crcpress.com
ISBN: 978-1-4822-4907-1
9 781482 249071
90000
Handbook of Big Data provides a state-of-the-art overview of the analysis of
large-scale datasets. Featuring contributions from well-known experts in statis-
tics and computer science, this handbook presents a carefully curated collection
of techniques from both industry and academia. Thus, the text instills a working
understanding of key statistical and computing ideas that can be readily applied
in research and practice.
Offering balanced coverage of methodology, theory, and applications, this hand-
book:
• Describes modern, scalable approaches for analyzing increasingly large
datasets
• Denes the underlying concepts of the available analytical tools and tech-
niques
• Details intercommunity advances in computational statistics and machine
learning
Handbook of Big Data also identies areas in need of further development,
encouraging greater communication and collaboration between researchers in
big data sub-specialties such as genomics, computational biology, and nance.
Chapman & Hall/CRC
Handbooks of Modern
Statistical Methods
Chapman & Hall/CRC
Handbooks of Modern
Statistical Methods
Bühlmann • Drineas
Kane • van der Laan
Statistics
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