Data Analysis, Classification and the Forward Search

Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6-8, 2005

By: Sergio Zani (Editor), Andrea cccc (Editor), Marco Riani (Editor)

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Paperback | 14 August 2006

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This volume contains revised versions of selected papers presented at the biennial meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, which was held in Parma, June 6-8, 2005. Sergio Zani chaired the Scientific Programme Committee and Andrea Cerioli chaired the Local Organizing Committee. The scientific programme of the conference included 127 papers, 42 in spe- cialized sessions, 68 in contributed paper sessions and 17 in poster sessions. Moreover, it was possible to recruit five notable and internationally renowned invited speakers (including the 2004-2005 President of the International Fed- eration of Classification Societies) for plenary talks on their current research work. Among the specialized sessions, two were organized by Wolfgang Gaul with five talks by members of the GfKl (German Classification Society), and one by Jacqueline J. Meulman (Dutch/Flemish Classification Society). Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussion and mutual exchange of knowledge. The topics of all plenary and specialized sessions were chosen to fit, in the broadest possible sense, the mission of CLADAG, the aim of which is "to further methodological, computational and applied research within the fields of Classification, Data Analysis and Multivariate Statistics". A peer-review refereeing process led to the selection of 46 extended papers, which are contained in this book.

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Non-Fiction Mathematics Probability & Statistics Computing & I.T.Computer Science Library & Info Sciences Bibliographic & Subject Control Business & Management Business Mathematics & Systems Business Applications Mathematical & Statistical Software Databases

Genetic algorithms-based approaches for clustering time series	p. 5
On the choice of the kernel function in kernel discriminant analysis using information complexity	p. 11
Growing clustering algorithms in market segmentation : defining target groups and related marketing communication	p. 23
Graphical representation of functional clusters and MDS configurations	p. 31
Estimation of the structural mean of a sample of curves by dynamic time warping	p. 39
Sequential decisional discriminant analysis	p. 49
Regularized sliced inverse regression with applications in classification	p. 59
Approaches to asymmetric multidimensional scaling with external information	p. 69
Variable architecture Bayesian neural networks : model selection based on EMC	p. 77
Missing data in optimal scaling	p. 85
Simple component analysis based on RV coefficient	p. 93
Baum-Eagon inequality in probabilistic labeling problems	p. 103
Monotone constrained EM algorithms for multinormal mixture models	p. 111
Visualizing dependence of bootstrap confidence intervals for methods yielding spatial configurations	p. 119
Automatic discount selection for exponential family state-space models	p. 127
A generalization of the polychoric correlation coefficient	p. 135
The effects of MEP distributed random effects on variance component estimation in multilevel models	p. 143
Calibration confidence regions using empirical likelihood	p. 153
Random start forward searches with envelopes for detecting clusters in multivariate data	p. 163
Robust transformation of proportions using the forward search	p. 173
The forward search method applied to geodetic transformations	p. 181
An R package for the forward analysis of multivariate data	p. 189
A forward search method for robust generalised procrustes analysis	p. 199
A projection method for robust estimation and clustering in large data sets	p. 209
Robust multivariate calibration	p. 217
Procrustes techniques for text mining	p. 227
Building recommendations from random walks on library OPAC usage data	p. 235
A software tool via Web for the statistical data analysis : R-php	p. 247
Evolutionary algorithms for classification and regression trees	p. 255
Variable selection using random forests	p. 263
Boosted incremental tree-based imputation of missing data	p. 271
Sensitivity of attributes on the performance of attribute-aware collaborative filtering	p. 279
Customer satisfaction evaluation : an approach based on simultaneous diagonalization	p. 289
Analyzing evaluation data : modelling and testing for homogeneity	p. 299
Archetypal analysis for data driven benchmarking	p. 309
Determinants of secondary school dropping out : a structural equation model	p. 319
Testing procedures for multilevel models with administrative data	p. 329
Multidimensional versus unidimensional models for ability testing	p. 339
A spatial mixed model for sectorial labour market data	p. 349
The impact of the new labour force survey on the employed classification	p. 359
Using CATPCA to evaluate market regulation	p. 369
Credit risk management through robust generalized linear models	p. 377
Classification of financial returns according to thresholds exceedances	p. 387
Nonparametric clustering of seismic events	p. 397
A non-homogeneous poisson based model for daily rainfall data	p. 405
A comparison of data mining methods and logistic regression to determine factors associated with death following injury	p. 417
Table of Contents provided by Blackwell. All Rights Reserved.

Data Analysis, Classification and the Forward Search

Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6-8, 2005

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