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Data Analysis and Classification

Proceedings of the 6th Conference of the Classification and Data Analysis Group of the SocietàItaliana di Statistica

  • Francesco Palumbo
  • Carlo Natale Lauro
  • Michael J. Greenacre

Table of contents

  1. Knowledge Extraction from Temporal Data

  2. Outlier Detection and Robust Methods

    1. Front Matter
      Pages 380-380
    2. Anthony C. Atkinson, Marco Riani, Andrea Cerioli
      Pages 381-390
    3. Balzanella Antonio, Elvira Romano, Rosanna Verde
      Pages 391-398
    4. Matilde Bini, Bruno Bertaccini
      Pages 399-406
    5. Domenico Perrotta, Francesca Torti
      Pages 415-423
  3. Statistical Methods for Financial and Economics Data

    1. Front Matter
      Pages 426-426
    2. Valentina Adorno, Cristina Bernini, Guido Pellegrini
      Pages 427-434
    3. Alessandra Amendola, Marcella Niglio, Cosimo Vitale
      Pages 435-443
    4. Laura Attardi, Domenico Vistocco
      Pages 445-452
    5. Rosella Castellano, Luisa Scaccia
      Pages 453-461
  4. Missing Values

    1. Front Matter
      Pages 464-464
    2. Antonella Plaia, Anna Lisa Bondì
      Pages 465-472
  5. Back Matter
    Pages 1-1

About these proceedings

Introduction

The volume provides results from the latest methodological developments in data analysis and classification and highlights new emerging subjects within the field. It contains articles about statistical models, classification, cluster analysis, multidimensional scaling, multivariate analysis, latent variables, knowledge extraction from temporal data, financial and economic applications, and missing values. Papers cover both theoretical and empirical aspects.

Keywords

Cluster analysis Item Latent variable model Measure Projection pursuit Time series clustering data analysis multidimensional scaling

Editors and affiliations

  • Francesco Palumbo
    • 1
  • Carlo Natale Lauro
    • 2
  • Michael J. Greenacre
    • 3
  1. 1.Fac. EconomiaUniversità MacerataMacerataItaly
  2. 2.Dipto. Matematica e StatisticaUniversità Federico II di NapoliNapoliItaly
  3. 3.Depto. Economía y EmpresaUniversitat Pompeu FabraBarcelonaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-03739-9
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-642-03738-2
  • Online ISBN 978-3-642-03739-9
  • Series Print ISSN 1431-8814
  • Buy this book on publisher's site
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