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Advances in Multivariate Data Analysis

Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Palermo, July 5–6, 2001

  • Conference proceedings
  • © 2004

Overview

Editors:
  1. Hans-Hermann Bock

    1. Institute of Statistics, RWTH Aachen University, Aachen, Germany

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  2. Marcello Chiodi

    1. Department of Statistics and Mathematics Silvio Vianelli, University of Palermo, Palermo, Italy

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  3. Antonino Mineo

    1. Department of Statistics and Mathematics Silvio Vianelli, University of Palermo, Palermo, Italy

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Table of contents (22 papers)

  1. Front Matter

    Pages I-XI
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  2. Classification Methods with Applications

    1. Front Matter

      Pages 1-1
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    2. The STP Procedure as Overfitting Avoidance Tool in Classification Trees

      • Carmela Cappelli, Francesco Mola
      Pages 3-13

    3. A Modal Symbolic Pattern Classifier

      • Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Rosanna Verde
      Pages 15-25

    4. Proximity Measures Between Classification Trees

      • Rossella Miglio, Gabriele Soffritti
      Pages 27-37

    5. Ordinal Classification Trees Based on Impurity Measures

      • Raffaella Piccarreta
      Pages 39-51

  3. Time Series Analysis and Related Methods

    1. Front Matter

      Pages 53-53
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    2. Space Time Noisy Observation Smoothing

      • Giacinto Di Valter, Ippoliti Luigi, Romagnoli Luca
      Pages 55-66

    3. Spectral Analysis in Frequency and Time Domain for Noisy Time Series

      • Lara Fontanella, Mariagrazia Granturco
      Pages 67-79

    4. A Resistant Measure of Heteroskedasticity in Explorative Time Series Analysis

      • Marcella Niglio, Stefano Maria Pagnotta
      Pages 81-92

  4. Computer Intensive Techniques and Algorithms

    1. Front Matter

      Pages 93-93
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    2. Smoothing Score Algorithm for Generalized Additive Models

      • Claudio Conversano
      Pages 95-107

    3. Bootstrap Variables Selection in Neural Network Regression Models

      • Francesco Giordano, Michele La Rocca, Cira Perna
      Pages 109-120

    4. Robust Centre Location in Radial Basis Function Networks

      • Marilena Pillati, Daniela G. Calò
      Pages 121-132

    5. The Genetic Algorithm Estimates for the Parameters of Order p Normal Distributions

      • Salvatore Vitrano, Roberto Baragona
      Pages 133-143

  5. Classification and Data Analysis in Economics

    1. Front Matter

      Pages 145-145
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    2. Non-linear Dynamics in the Industrial Production Index

      • Alessandra Amendola, Giuseppe Storti
      Pages 147-157

    3. Tensorial Co-Structure Analysis for the Full Multi Modules Customer Satisfaction Evaluation

      • Pietro Amenta, Pasquale Sarnacchiaro
      Pages 159-168

    4. A Proposal of Classification of Wholesale Trade Enterprises on the Base of Structural and Performance Indicators

      • Paola Anitori, Carlo De Gregorio
      Pages 169-180

    5. The Analysis of Poverty in Italy: A Fuzzy Dynamic Approach

      • Daria Mendola, Stefano De Cantis
      Pages 181-192
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Keywords

About this book

This volume contains a selection of papers presented during the biennial meeting of the CLAssification and Data Analysis Group (CLADAG) of the Societa Italiana di Statistica which was orga­ nized by the Istituto di Statistica of the Universita degli Studi di Palermo and held in the Palazzo Steri in Palermo on July 5-6, 2001. For this conference, and after checking the submitted 4­ page abstracts, 54 papers were admitted for presentation. They covered a large range of topics from multivariate data analysis, with special emphasis on classification and clustering, computa­ tional statistics, time series analysis, and applications in various classical or recent domains. A two-fold careful reviewing process led to the selection of 22 papers which are presented in this vol­ ume. They convey either a new idea or methodology, present a new algorithm, or concern an interesting application. We have clustered these papers into five groups as follows: 1. Classification Methods with Applications 2. Time Series Analysis and Related Methods 3. Computer Intensive Techniques and Algorithms 4. Classification and Data Analysis in Economics 5. Multivariate Analysis in Applied Sciences. In each section the papers are arranged in alphabetical order. The editors - two of them the organizers of the CLADAG confer­ ence - would like to express their gratitude to the authors whose enthusiastic participation made the meeting possible and very successful.

Editors and Affiliations

  • Institute of Statistics, RWTH Aachen University, Aachen, Germany

    Hans-Hermann Bock

  • Department of Statistics and Mathematics Silvio Vianelli, University of Palermo, Palermo, Italy

    Marcello Chiodi, Antonino Mineo

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