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Cerioli, Andrea

Data Analysis, Classification and the Forward Search

Cerioli, Andrea - Data Analysis, Classification and the Forward Search, ebook

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ISBN: 9783540359784
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Table of contents

Part I. Clustering and Discrimination

1. Genetic Algorithms-based Approaches for Clustering Time Series
Roberto Baragona, Salvatore Vitrano

2. On the Choice of the Kernel Function in Kernel Discriminant Analysis Using Information Complexity
Hamparsum Bozdogan, Furio Camillo, Caterina Liberati

3. Growing Clustering Algorithms in Market Segmentation: Defining Target Groups and Related Marketing Communication
Reinhold Decker, Sören W. Scholz, Ralf Wagner

4. Graphical Representation of Functional Clusters and MDS Configurations
Masahiro Mizuta

5. Estimation of the Structural Mean of a Sample of Curves by Dynamic Time Warping
Isabella Morlini, Sergio Zani

6. Sequential Decisional Discriminant Analysis
Rafik Abdesselam

7. Regularized Sliced Inverse Regression with Applications in Classification
Luca Scrucca

Part II. Multidimensional Data Analysis and Multivariate Statistics

8. Approaches to Asymmetric Multidimensional Scaling with External Information
Giuseppe Bove

9. Variable Architecture Bayesian Neural Networks: Model Selection Based on EMC
Silvia Bozza, Pietro Mantovan

10. Missing Data in Optimal Scaling
Pier Alda Ferrari, Paola Annoni

11. Simple Component Analysis Based on RV Coefficient
Michele Gallo, Pietro Amenta, Lnigi D’Ambra

12. Baum-Eagon Inequality in Probabilistic Labeling Problems
Crescenzio Gallo, Giancarlo Stasio

13. Monotone Constrained EM Algorithms for Multinormal Mixture Models
Salvatore Ingrassia, Roberto Rocci

14. Visualizing Dependence of Bootstrap Confidence Intervals for Methods Yielding Spatial Configurations
Henk A. L. Kiers, Patrick J. F. Groenen

15. Automatic Discount Selection for Exponential Family State-Space Models
Andrea Pastore

16. A Generalization of the Polychoric Correlation Coefficient
Annarita Roscino, Alessio Pollice

17. The Effects of MEP Distributed Random Effects on Variance Component Estimation in Multilevel Models
Nadia Solaro, Pier Alda Ferrari

18. Calibration Confidence Regions Using Empirical Likelihood
Diego Zappa

Part III. Robust Methods and the Forward Search

19. Random Start Forward Searches with Envelopes for Detecting Clusters in Multivariate Data
Anthony Atkinson, Marco Riani, Andrea Cerioli

20. Robust Transformation of Proportions Using the Forward Search
Matilde Bini, Bruno Bertaccini

21. The Forward Search Method Applied to Geodetic Transformations
Alessandro Carosio, Marco Piras, Dante Salvini

22. An R Package for the Forward Analysis of Multivariate Data
Aldo Corbellini, Kjell Konis

23. A Forward Search Method for Robust Generalised Procrustes Analysis
Fabio Crosilla, Alberto Beinat

24. A Projection Method for Robust Estimation and Clustering in Large Data Sets
Daniel Peña, Francisco J. Prieto

25. Robust Multivariate Calibration
Silvia Salini

Part IV. Data Mining Methods and Software

26. Procrustes Techniques for Text Mining
Simona Balbi, Michelangelo Misuraca

27. Building Recommendations from Random Walks on Library OPAC Usage Data
Markus Franke, Andreas Geyer-Schulz, Andreas Neumann

28. A Software Tool via Web for the Statistical Data Analysis: R-php
Angelo M. Mineo, Alfredo Pontillo

29. Evolutionary Algorithms for Classification and Regression Trees
Francesco Mola, Raffaele Miele

30. Variable Selection Using Random Forests
Marco Sandri, Paola Zuccolotto

31. Boosted Incremental Tree-based Imputation of Missing Data
Roberta Siciliano, Massimo Aria, Antonio D’Ambrosio

32. Sensitivity of Attributes on the Performance of Attribute-Aware Collaborative Filtering
Karen H. L. Tso, Lars Schmidt-Thierne

Part V. Multivariate Methods for Customer Satisfaction and Service Evaluation

33. Customer Satisfaction Evaluation: An Approach Based on Simultaneous Diagonalization
Pietro Amenta, Biagio Simonetti

34. Analyzing Evaluation Data: Modelling and Testing for Homogeneity
Angela D’Elia, Domenico Piccolo

35. Archetypal Analysis for Data Driven Benchmarking
Giovanni C. Porzio, Giancarlo Ragozini, Domenico Vistocco

36. Determinants of Secondary School Dropping Out: a Structural Equation Model
Giancarlo Ragozini, Maria Prosperina Vitale

37. Testing Procedures for Multilevel Models with Administrative Data
Giorgio Vittadini, Maurizio Sanarico, Paolo Berta

38. Multidimensional Versus Unidimensional Models for Ability Testing
Stefania Mignani, Paola Monari, Silvia Cagnone, Roberto Ricci

Part VI. Multivariate Methods in Applied Science

39. A Spatial Mixed Model for Sectorial Labour Market Data
Marco Alfó, Paolo Postiglione

40. The Impact of the New Labour Force Survey on the Employed Classification
Claudio Ceccarelli, Antonio R. Discenza, Silvia Loriga

41. Using CATPCA to Evaluate Market Regulation
Giuseppe Coco, Massimo Alfonso Russo

42. Credit Risk Management Through Robust Generalized Linear Models
Luigi Grossi, Tiziano Bellini

43. Classification of Financial Returns According to Thresholds Exceedances
Fabrizio Laurini

44. Nonparametric Clustering of Seismic Events
Giada Adelfio, Marcello Chiodi, Luciana Luca, Dario Luzio

45. A Non-Homogeneous Poisson Based Model for Daily Rainfall Data
Alberto Lombardo, Antonina Pirrotta

46. A Comparison of Data Mining Methods and Logistic Regression to Determine Factors Associated with Death Following Injury
Kay Penny, Thomas Chesney

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Keywords: MATHEMATICS / Probability & Statistics / General MAT029000

Author(s)
 
 
 
Publisher
Springer
Publication year
2006
Language
en
Edition
1
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783540359784

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