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

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
Author: Prof. Dr. Hans-Hermann Bock, Prof. Marcello Chiodi, Prof. Antonino Mineo
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-20889-1
DOI: 10.1007/978-3-642-17111-6

Table of Contents:

• The STP Procedure as Overfitting Avoidance Tool in Classification Trees
• A Modal Symbolic Pattern Classifier
• Proximity Measures Between Classification Trees
• Ordinal Classification Trees Based on Impurity Measures
• Space Time Noisy Observation Smoothing
• Spectral Analysis in Frequency and Time Domain for Noisy Time Series
• A Resistant Measure of Heteroskedasticity in Explorative Time Series Analysis
• Smoothing Score Algorithm for Generalized Additive Models
• Bootstrap Variables Selection in Neural Network Regression Models
• Robust Centre Location in Radial Basis Function Networks
• The Genetic Algorithm Estimates for the Parameters of Order p Normal Distributions
• Non-linear Dynamics in the Industrial Production Index
• Tensorial Co-Structure Analysis for the Full Multi Modules Customer Satisfaction Evaluation
• A Proposal of Classification of Wholesale Trade Enterprises on the Base of Structural and Performance Indicators
• The Analysis of Poverty in Italy: A Fuzzy Dynamic Approach
• Combining Information from Several Experts: Selecting and Stopping Rules in Sequential Consulting
• A Spatial Clustering Hierarchical Model for Disease Mapping
• Second-order Interaction in a Trivariate Generalized Gamma Distribution
• Mortality and Air Pollution in Philadelphia: A Dynamic Generalized Linear Modelling Approach
• The Multivariate Adaptive Sampling for Estimating the Diversity in Biological Populations

Includes bibliographical references and indexes
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