Handbook of Big Data
Michael Kane editor Peter Bühlmann editor Petros Drineas editor Mark van der Laan editor
Format:Paperback
Publisher:Taylor & Francis Ltd
Published:11th Sep '19
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£180.00(9781482249071)
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 statistics and computer science,this handbookpresents 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 handbook:
- Describes modern, scalable approaches for analyzing increasingly large datasets
- Defines the underlying concepts of the available analytical tools and techniques
- Details intercommunity advances in computational statistics and machine learning
Handbook of Big Data also identifies areas in need of further development, encouraging greater communication and collaboration between researchers in big data sub-specialties such as genomics, computational biology, and finance.
"The book contains a nice mix of philosophical musings, survey articles and cutting-edge research. It was designed as ‘a useful resource for seasoned practitioners and enthusiastic neophytes alike’ . . . Enthusiastic neophytes are still left with plenty to get their teeth into. In summary, I am happy to recommend the book to those seeking to broaden their understanding of the underpinning methodologies for analysing Big Data." ~ Richard J. Samworth, University of Cambridge, UK
“. . . Handbook of Big Data is the first compilation on this emerging subject in our field and is therefore highly recommended to all statisticians and computer scientists."
~The International Biometric Society
"The book strikes a great balance between the breadth and depth of recent research-active topics. It is an excellent reference book to keep for both academic researchers and industrial practitioners. It is also a good reference book for whoever teaches in the area of big data analysis.
~Journal of the American Statistical Association
"The book contains a nice mix of philosophical musings, survey articles and cutting-edge research. It was designed as ‘a useful resource for seasoned practitioners and enthusiastic neophytes alike’ . . . Enthusiastic neophytes are still left with plenty to get their teeth into. In summary, I am happy to recommend the book to those seeking to broaden their understanding of the underpinning methodologies for analysing Big Data." ~ Richard J. Samworth, University of Cambridge, UK
“. . . Handbook of Big Data is the first compilation on this emerging subject in our field and is therefore highly recommended to all statisticians and computer scientists."
~The International Biometric Society
"The book strikes a great balance between the breadth and depth of recent research-active topics. It is an excellent reference book to keep for both academic researchers and industrial practitioners. It is also a good reference book for whoever teaches in the area of big data analysis.
~Journal of the American Statistical Association
ISBN: 9780367330736
Dimensions: unknown
Weight: 453g
480 pages