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

ISBN: 978-3-540-20889-1 (Print) 978-3-642-17111-6 (Online)

Table of contents (22 chapters)

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  1. Front Matter

    Pages I-XI

  2. Classification Methods with Applications

    1. Front Matter

      Pages 1-1

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      Pages 3-13

      The STP Procedure as Overfitting Avoidance Tool in Classification Trees

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      Pages 15-25

      A Modal Symbolic Pattern Classifier

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      Pages 27-37

      Proximity Measures Between Classification Trees

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      Pages 39-51

      Ordinal Classification Trees Based on Impurity Measures

  3. Time Series Analysis and Related Methods

    1. Front Matter

      Pages 53-53

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      Pages 55-66

      Space Time Noisy Observation Smoothing

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      Pages 67-79

      Spectral Analysis in Frequency and Time Domain for Noisy Time Series

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      Pages 81-92

      A Resistant Measure of Heteroskedasticity in Explorative Time Series Analysis

  4. Computer Intensive Techniques and Algorithms

    1. Front Matter

      Pages 93-93

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      Pages 95-107

      Smoothing Score Algorithm for Generalized Additive Models

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      Pages 109-120

      Bootstrap Variables Selection in Neural Network Regression Models

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      Pages 121-132

      Robust Centre Location in Radial Basis Function Networks

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      Pages 133-143

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

  5. Classification and Data Analysis in Economics

    1. Front Matter

      Pages 145-145

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      Pages 147-157

      Non-linear Dynamics in the Industrial Production Index

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      Pages 159-168

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

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      Pages 169-180

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

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      Pages 181-192

      The Analysis of Poverty in Italy: A Fuzzy Dynamic Approach

  6. Multivariate Analysis in Applied Sciences

    1. Front Matter

      Pages 193-193

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      Pages 195-207

      Combining Information from Several Experts: Selecting and Stopping Rules in Sequential Consulting

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      Pages 209-218

      A Spatial Clustering Hierarchical Model for Disease Mapping

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      Pages 219-231

      Second-order Interaction in a Trivariate Generalized Gamma Distribution

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      Pages 233-243

      Mortality and Air Pollution in Philadelphia: A Dynamic Generalized Linear Modelling Approach

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      Pages 245-254

      The Multivariate Adaptive Sampling for Estimating the Diversity in Biological Populations

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