Title | Advances in Multivariate Data Analysis [electronic resource] : Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Palermo, July 5-6, 2001 / edited by Hans-Hermann Bock, Marcello Chiodi, Antonino Mineo |
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Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004 |
Connect to | http://dx.doi.org/10.1007/978-3-642-17111-6 |
Descript | XI, 281 p. online resource |
Classification Methods with Applications -- 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 -- Time Series Analysis and Related Methods -- 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 -- Computer Intensive Techniques and Algorithms -- 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 -- Classification and Data Analysis in Economics -- 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 -- Multivariate Analysis in Applied Sciences -- 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 -- Adjusted Least Square Estimation for Noisy Images -- Flexible Dynamic Regression Models for Real-time Forecasting of Air Pollutant Concentration