The Oxford Handbook of Functional Data Analysis
Language: English
Published by Oxford University Press|OUP Oxford, 2010
- Hardcover
- New
Condition: New
£ 192.45
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This Handbook aims to present a state of the art exploration of the high-tech field of functional data analysis, by gathering together most of major advances in this area.As technology progresses, we are able to handle larger and larger datasets. At.
Seller Inventory # 5896170
- Title
- The Oxford Handbook of Functional Data Analysis
- Author
- Ferraty, Frederic|Romain, Yves
- Publisher
- Oxford University Press|OUP Oxford
- Publication year
- 2010
- Condition
- New
- Binding
- Gebunden
- Language
- English
- ISBN 10
- 0199568448
- ISBN 13
- 9780199568444
It is well known that standard multivariate statistical analyses fail with functional data. However, the great potential for applications has encouraged new methodologies able to extract relevant information from functional datasets. This Handbook aims to present a state of the art exploration of this high-tech field, by gathering together most of major advances in this area. Leading international experts have contributed to this volume with each chapter giving the key original ideas and comprehensive bibliographical information. The main statistical topics (classification, inference, factor-based analysis, regression modelling, resampling methods, time series, random processes) are covered in the setting of functional data.
The twin challenges of the subject are the practical issues of implementing new methodologies and the theoretical techniques needed to expand the mathematical foundations and toolbox. The volume therefore mixes practical, methodological and theoretical aspects of the subject, sometimes within the same chapter. As a consequence, this book should appeal to a wide audience of engineers, practitioners and graduate students, as well as academic researchers, not only in statistics and probability but also in the numerous related application areas.
"Synopsis" may belong to another edition of this title.
About the Author
Yves Romain is an academic researcher at Institute of Mathematics of Toulouse (France). He is Doctor in Applied Mathematics and HDR in Statistics. His main research domains are multivariate analyses in large dimension and related fields such as operator-based statistics and backgrounds for statistics in infinite-dimensional spaces.
"About the title" may belong to another edition of this title.
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