Studies in Classification, Data Analysis, and Knowledge Organization

Classification and Multivariate Analysis for Complex Data Structures

Editors: Fichet, B., Piccolo, D., Verde, R., Vichi, M. (Eds.)

  • Latest advances in data analysis methods for multidimensional data 
  • Includes contributions by international experts 
  • Pays special attention to new methodological contributions from theoretical and applicative points of view 
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  • ISBN 978-3-642-13312-1
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About this book

The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.

Table of contents (49 chapters)

  • Principal Component Analysis for Categorical Histogram Data: Some Open Directions of Research

    Diday, Edwin

    Pages 3-15

  • Factorial Conjoint Analysis Based Methodologies

    Giordano, Giuseppe (et al.)

    Pages 17-27

  • Ordering and Scaling Objects in Multivariate Data Under Nonlinear Transformations of Variables

    Meulman, Jacqueline J. (et al.)

    Pages 29-40

  • Statistical Models to Predict Academic Churn Risk

    Giudici, Paolo (et al.)

    Pages 41-49

  • The Poisson Processes in Cluster Analysis

    Hardy, André

    Pages 51-62

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-13312-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA
  • ISBN 978-3-642-13311-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Classification and Multivariate Analysis for Complex Data Structures
Editors
  • Bernard Fichet
  • Domenico Piccolo
  • Rosanna Verde
  • Maurizio Vichi
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-13312-1
DOI
10.1007/978-3-642-13312-1
Softcover ISBN
978-3-642-13311-4
Series ISSN
1431-8814
Edition Number
1
Number of Pages
XIX, 473
Number of Illustrations and Tables
76 b/w illustrations, 34 illustrations in colour
Topics