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

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Hans-Hermann Bock, Marcello Chiodi, Antonio Mineo
Springer Science & Business Media, Sep 30, 2012 - Mathematics - 281 pages
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.
 

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Contents

The STP Procedure as Overfitting Avoidance Tool
3
A Modal Symbolic Pattern Classifier 15
14
Proximity Measures Between Classification Trees
27
Ordinal Classification Trees Based on Impurity
38
Space Time Noisy Observation Smoothing 55
53
Spectral Analysis in Frequency and Time Domain
67
A Resistant Measure of Heteroskedasticity
81
Smoothing Score Algorithm for Generalized
94
The Genetic Algorithm Estimates for
133
Nonlinear Dynamics in the Industrial Production
147
Tensorial CoStructure Analysis for the Full Multi
158
A Proposal of Classification of Wholesale Trade
169
A Fuzzy Dynamic
181
A Spatial Clustering Hierarchical Model for Disease
208
Adjusted Least Square Estimation
255
Author Index
277

Bootstrap Variable Selection in Neural Network
109
Robust Centre Location in Radial Basis Function
121

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