Fichet, Bernard
Classification and Multivariate Analysis for Complex Data Structures
1. Principal Component Analysis for Categorical Histogram Data: Some Open Directions of Research
Edwin Diday
2. Factorial Conjoint Analysis Based Methodologies
Giuseppe Giordano, Carlo Natale Lauro, Germana Scepi
3. Ordering and Scaling Objects in Multivariate Data Under Nonlinear Transformations of Variables
Jacqueline J. Meulman, Lawrence J. Hubert, Phipps Arabie
4. Statistical Models to Predict Academic Churn Risk
Paolo Giudici, Emanuele Dequarti
5. The Poisson Processes in Cluster Analysis
André Hardy
6. TWO-CLASS Trees for Non-Parametric Regression Analysis
Roberta Siciliano, Massimo Aria
7. Efficient Incorporation of Additional Information to Classification Rules
Miguel Fernández, Cristina Rueda, Bonifacio Salvador
8. The Choice of the Parameter Values in a Multivariate Model of a Second Order Surface with Heteroscedastic Error
Umberto Magagnoli, Gabriele Cantaluppi
9. Mixed Mode Data Clustering: An Approach Based on Tetrachoric Correlations
Isabella Morlini
10. Optimal Scaling Trees for Three-Way Data
Valerio A. Tutore
11. A Study on Text Modelling via Dirichlet Compound Multinomial
Concetto Elvio Bonafede, Paola Cerchiello
12. Automatic Multilevel Thresholding Based on a Fuzzy Entropy Measure
D. Bruzzese, U. Giani
13. Some Developments in Forward Search Clustering
Daniela G. Calò
14. Spectral Graph Theory Tools for Social Network Comparison
Domenico Stefano
15. Improving the MHIST-p Algorithm for Multivariate Histograms of Continuous Data
Mauro Iacono, Antonio Irpino
16. On Building and Visualizing Proximity Graphs for Large Data Sets with Artificial Ants
Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini
17. Including Empirical Prior Information in Test Administration
Mariagiulia Matteucci, Bernard P. Veldkamp
18. Italian Firms’ Geographical Location in High-tech Industries: A Robust Analysis
Matilde Bini, Margherita Velucchi
19. Robust Tests for Pareto Density Estimation
Aldo Corbellini, Lisa Crosato
20. Bootstrap and Nonparametric Predictors to Impute Missing Data
Agostino Ciaccio
21. On the Use of Boosting Procedures to Predict the Risk of Default
Giovanna Menardi, Federico Tedeschi, Nicola Torelli
22. Assessing Similarity of Rating Distributions by Kullback-Leibler Divergence
Marcella Corduas
23. Sector Classification in Stock Markets: A Latent Class Approach
Michele Costa, Luca Angelis
24. Partitioning the Geometric Variability in Multivariate Analysis and Contingency Tables
Carles M. Cuadras, Daniel Cuadras
25. One-Dimensional Preference Data Imputation Through Transition Rules
Luigi Fabbris
26. About a Type of Quasi Linear Estimating Equation Approach
Giulio D’Epifanio
27. Causal Inference Through Principal Stratification: A Special Type of Latent Class Modelling
Leonardo Grilli
28. Scaling the Latent Variable Cultural Capital via Item Response Models and Latent Class Analysis
Isabella Sulis, Mariano Porcu, Marco Pitzalis
29. Assessment of Latent Class Detection in PLS Path Modeling: a Simulation Study to Evaluate the Group Quality Index performance
Laura Trinchera
30. Non-Linear Relationships in SEM with Latent Variables: Some Theoretical Remarks and a Case Study
Giuseppe Boari, Gabriele Cantaluppi, Stefano Bertelli
31. Multidimensional Scaling Versus Multiple Correspondence Analysis When Analyzing Categorization Data
Marine Cadoret, Sébastien Lê, Jérôme Pagès
32. Multidimensional Scaling as Visualization Tool of Web Sequence Rules
Antonio D’Ambrosio, Marcello Pecoraro
33. Partial Compliance, Effect of Treatment on the Treated and Instrumental Variables
Antonio Forcina
34. Method of Quantification for Qualitative Variables and their Use in the Structural Equations Models
C. Lauro, D. Nappo, M.G. Grassia, R. Miele
35. Monitoring Panel Performance Within and Between Sensory Experiments by Multi-Way Analysis
Rosaria Romano, Jannie S. Vestergaard, Mohsen Kompany-Zareh, Wender L.P. Bredie
36. A Proposal for Handling Categorical Predictors in PLS Regression Framework
Giorgio Russolillo, Carlo Natale Lauro
37. On the Use of Archetypes and Interval Coding in Sensory Analysis
Maria Rosaria D’Esposito, Francesco Palumbo, Giancarlo Ragozini
38. From Histogram Data to Model Data Analysis
Marina Marino, Simona Signoriello
39. Use of Genetic Algorithms When Computing Variance of Interval Data
Jaromír Antoch, Raffaele Miele
40. Spatial Visualization of Conceptual Data
Michel Soto, Bénédicte Grand, Marie-Aude Aufaure
41. A Test of LBO Firms’ Acquisition Rationale: The French Case
R. Abdesselam, S. Cieply, A.L. Nadant
42. Kernel Intensity for Space-Time Point Processes with Application to Seismological Problems
Giada Adelfio, Marcello Chiodi
43. Summarizing and Mining Streaming Data via a Functional Data Approach
Antonio Balzanella, Elvira Romano, Rosanna Verde
44. Clustering Complex Time Series Databases
Francesco Giordano, Michele Rocca, Maria Lucia Parrella
45. Use of a Flexible Weight Matrix in a Local Spatial Statistic
Massimo Mucciardi
46. Constrained Variable Clustering and the Best Basis Problem in Functional Data Analysis
Fabrice Rossi, Yves Lechevallier
47. Plaid Model for Microarray Data: an Enhancement of the Pruning Step
Luigi Augugliaro, Angelo M. Mineo
48. Classification of the Human Papilloma Viruses
Abdoulaye Baniré Diallo, Dunarel Badescu, Mathieu Blanchette, Vladimir Makarenkov
49. Toward the Discovery of Itemsets with Significant Variations in Gene Expression Matrices
Mehdi Kaytoue, Sébastien Duplessis, Amedeo Napoli
Keywords: Statistics, Statistical Theory and Methods, Probability and Statistics in Computer Science, Data Structures, Cryptology and Information Theory, Probability Theory and Stochastic Processes, Multimedia Information Systems
- Author(s)
- Fichet, Bernard
- Piccolo, Domenico
- Verde, Rosanna
- Vichi, Maurizio
- Publisher
- Springer
- Publication year
- 2011
- Language
- en
- Edition
- 1
- Series
- Studies in Classification, Data Analysis, and Knowledge Organization
- Page amount
- 19 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9783642133121