Classification, Clustering and Data Analysis

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Last edited by MARC Bot
September 2, 2024 | History

Classification, Clustering and Data Analysis

1 edition
  • 1 Currently reading

This book deals with recent developments in classification and data analysis and presents new topics which are of central interest to modern statistics. In particular, these include: classification models and clustering methods, multivariate data analysis, symbolic data, neural networks and learning devices, phylogeny and bioinformatics, new software systems for classification and data analysis, as well as applications in social, economic, biological, medical and other sciences. The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications.

Publish Date
Publisher
Springer
Language
English
Pages
492

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Edition Availability
Cover of: Classification, clustering and data analysis
Cover of: Classification, Clustering and Data Analysis
Classification, Clustering and Data Analysis
August 15, 2002, Springer
Paperback in English - 1 edition

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Book Details


First Sentence

"Abstract. The paper contains some general remarks on the high art of data analysis, some philosophical thoughts about classification, a partial review of outliers and robustness from the point of view of applications, including a discussion of the problem of model choice, and a review of several aspects of robust estimation of covariance matrices, including the pragmatic choice of a weight function based on empirical and theoretical evidence."

The Physical Object

Format
Paperback
Number of pages
492
Dimensions
9.1 x 6.1 x 1.1 inches
Weight
1.5 pounds

Edition Identifiers

Open Library
OL9057765M
ISBN 10
354043691X
ISBN 13
9783540436911
LibraryThing
7574047
Goodreads
1042023

Work Identifiers

Work ID
OL1945446W

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History

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September 2, 2024 Edited by MARC Bot import existing book
February 1, 2010 Edited by WorkBot add more information to works
December 9, 2009 Created by WorkBot add works page