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New Perspectives in Statistical Modeling and Data Analysis

Proceedings of the 7th Conference of the Classification and Data Analysis Group of the Italian Statistical Society, Catania, September 9 - 11, 2009

  • Salvatore Ingrassia
  • Roberto Rocci
  • Maurizio Vichi

Table of contents

  1. Front Matter
    Pages i-xxii
  2. Data Modeling for Evaluation

    1. Front Matter
      Pages 1-1
    2. Fabrizia Mealli, Barbara Pacini, Giulia Roli
      Pages 3-11
    3. Cristina Davino, Francesco Palumbo, Domenico Vistocco
      Pages 29-37
    4. Luigi Fabbris, Giovanna Boccuzzo, Maria Cristiana Martini, Manuela Scioni
      Pages 39-47
    5. Marco Fattore, Rainer Brüggemann, Jan Owsiński
      Pages 49-56
    6. Francesco Bartolucci, Fulvia Pennoni
      Pages 65-73
  3. Data Analysis in Economics

    1. Front Matter
      Pages 75-75
    2. Alfredo Del Monte, Maria Rosaria D’Esposito, Giuseppe Giordano, Maria Prosperina Vitale
      Pages 77-84
    3. Paolo Mariani, Mauro Mussini, Emma Zavarrone
      Pages 85-92
    4. Marina Di Giacomo, Massimiliano Piacenza, Gilberto Turati
      Pages 93-100
    5. Antonio Angelo Romano, Giuseppe Scandurra
      Pages 109-116
  4. Nonparametric Kernel Estimation

  5. Data Analysis in Industry and Services

    1. Front Matter
      Pages 143-143
    2. Laura Deldossi, Diego Zappa
      Pages 145-153
    3. Paolo Mariani, Emma Zavarrone
      Pages 165-172
    4. Silvia Salini, Nadia Solaro
      Pages 173-181
  6. Visualization of Relationships

  7. Classification

    1. Front Matter
      Pages 229-229
    2. Andrea Cerioli, Anthony C. Atkinson, Marco Riani
      Pages 231-238
    3. Silvia Liverani, Alessandra Petrucci
      Pages 239-246
    4. Antonio Balzanella, Yves Lechevallier, Rosanna Verde
      Pages 247-254
    5. Giuliano Galimberti, Marilena Pillati, Gabriele Soffritti
      Pages 255-263
    6. Claudio Conversano
      Pages 265-272
    7. Antonio D’Ambrosio, Valerio A. Tutore
      Pages 273-280
  8. Analysis of Financial Data

    1. Front Matter
      Pages 281-281
    2. Intissar Mdimagh, Salwa Benammou
      Pages 291-299
    3. Luigi Grossi, Fabrizio Laurini
      Pages 301-309
    4. Giorgia Giovannetti, Margherita Velucchi
      Pages 319-328
    5. Pietro Coretto, Michele La Rocca, Giuseppe Storti
      Pages 329-335
  9. Functional Data Analysis

    1. Front Matter
      Pages 337-337
    2. Elvira Romano, Rosanna Verde, Valentina Cozza
      Pages 339-346
    3. Giuseppina D. Costanzo, Francesco Dell’Accio, Giulio Trombetta
      Pages 347-355
    4. Tonio Di Battista, Stefano A. Gattone, Angela De Sanctis
      Pages 357-365
  10. Computer Intensive Methods

    1. Front Matter
      Pages 367-367

About these proceedings

Introduction

This volume provides recent research results in data analysis, classification and multivariate statistics and highlights perspectives for new scientific developments within these areas. Particular attention is devoted to methodological issues in clustering, statistical modeling and data mining. The volume also contains significant contributions to a wide range of applications such as finance, marketing, and social sciences. The papers in this volume were first presented at the 7th Conference of the Classification and Data Analysis Group (ClaDAG) of the Italian Statistical Society, held at the University of Catania, Italy.

Keywords

Classification Data Analysis Data Mining Multivariate Statistics Statistical Modeling

Editors and affiliations

  • Salvatore Ingrassia
    • 1
  • Roberto Rocci
    • 2
  • Maurizio Vichi
    • 3
  1. 1.Fac. EconomiaUniversità di CataniaCataniaItaly
  2. 2.Dipto. SEFEMEQUniversità di Roma - Tor VergataRomaItaly
  3. 3.Dipto. Statistica, Probabilità e, Statistiche ApplicateUniversità di Roma, La SapienzaRomaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-11363-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-642-11362-8
  • Online ISBN 978-3-642-11363-5
  • Series Print ISSN 1431-8814
  • Buy this book on publisher's site