Research Catalog

Title

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 / Hans-Hermann Bock, Marcello Chiodi, Antonino Mineo, editors.

Author

Classification Group of SIS. Meeting (2001 : Università di Palermo)

Publication

Berlin ; New York : Springer, ©2004.

Items in the Library & Off-site

Details

Additional Authors

• Bock, Hans Hermann.
• Chiodi, Marcello.
• Mineo, Antonino.

Description

xi, 281 pages : illustrations; 24 cm.

Summary

"The book presents a range of new developments in the theory and practice of multivariate statistical data analysis. Among the topics are the construction and comparison of classification trees, clustering methods, generalized multivariate distributions, the analysis of symbolic data, explorative time series analysis, smoothing and dynamic regression models, generalized linear models, and neural networks. Several contributions illustrate the use of multivariate methods in application fields such as economics, medicine, environment, and biology."--BOOK JACKET.

Series Statement

Studies in classification, data analysis, and knowledge organization

Uniform Title

Studies in classification, data analysis, and knowledge organization.

Subject

• Multivariate analysis > Congresses
• Multivariate analysis
• Análise multivariada
• STATISTICAL ANALYSIS
• MULTIVARIATE STATISTICAL ANALYSIS
• MATHEMATICAL MODELS

Genre/Form

Conference papers and proceedings.

Bibliography (note)

• Includes bibliographical references and indexes.

Contents

The STP procedure as overfitting avoidance tool in classification trees / Carmela Cappelli and Francesco Mola -- A modal symbolic pattern classifier / Francisco de A. T. de Carvalho, Renata M. C. R. de Souza and Rosanna Verde -- Proximity measures between classification trees / Rossella Miglio and Gabriele Soffritti -- Ordinal classification trees based on impurity measures / Raffaella Piccarreta -- Space time noisy observation smoothing / Di Giacinto Valter, Ippoliti Luigi and Romagnoli Luca -- Spectral analysis in frequency and time domain for noisy time series / Lara Fontanella and Mariagrazia Granturco -- A resistant measure of heteroskedasticity in explorative time series analysis / Marcella Niglio and Stefano Maria Pagnotta -- Smoothing score algorithm for generalized additive models / Claudio Conversano -- Bootstrap variable selection in neural network regression models / Francesco Giordano, Michele La Rocca and Cira Perna -- Robust centre location in radial basis function networks / Marilena Pillati and Daniela G. Calo -- The genetic algorithm estimates for the parameters of order p normal distributions / Salvatore Vitrano and Roberto Baragona -- Non-linear dynamics in the industrial production index / Alessandra Amendola and Giuseppe Storti -- Tensorial co-structure analysis for the full multi modules customer satisfaction evaluation / Pietro Amenta and Pasquale Sarnacchiaro -- A proposal of classification of wholesale trade enterprises on the base of structural and performance indicators / Paola Anitori and Carlo De Gregorio -- The analysis of poverty in Italy : a fuzzy dynamic approach / Daria Mendola and Stefano De Cantis -- Combining information from several experts : selecting and stopping rules in sequential consulting / Patrizia Agati -- A spatial clustering hierarchical model for disease mapping / Massimo Bilancia and Alessio Pollice -- Second-order interaction in a trivariate generalized gamma distribution / Salvatore Bologna and Gianfranco Lovison -- Mortality and air pollution in philadelphia : a dynamic generalized linear modelling approach / Monica Chiogna and Carlo Gaetan -- The multivariate adaptive sampling for estimating the diversity in biological populations / Stefano A. Gattone and Tonio Di Battista -- Adjusted least square estimation for noisy images / Ippoliti Luigi and Romagnoli Luca -- Flexible dynamic regression models for real-time forecasting of air pollutant concentration / Pietro Mantovan and Andrea Pastore.

ISBN

• 3540208895
• 9783540208891

LCCN

• 2004102976
• 9783540208891

OCLC

• ocm55148912
• 55148912
• SCSB-1365073

Owning Institutions

Princeton University Library