Handbook of Computational Statistics : Concepts and Methods

Language: English

Published by Springer, 2017

3662517655 / 9783662517659

Series: Book 5 of 6 - Springer Handbooks of Computational Statistics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with 'How Computational Statistics became the backbone of modern data science' (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.

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Title
Handbook of Computational Statistics : Concepts and Methods
Author
Wolfgang Karl Härdle
Publisher
Springer
Publication year
2017
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3662517655
ISBN 13
9783662517659
Item weight
1,804 grams
Dimensions
235x155x65 mm
Series
Book 5 of 6: Springer Handbooks of Computational Statistics

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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