Fichet, Bernard

Classification and Multivariate Analysis for Complex Data Structures

Fichet, Bernard - Classification and Multivariate Analysis for Complex Data Structures, ebook


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Table of contents

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

Publication year
Studies in Classification, Data Analysis, and Knowledge Organization
Natural Sciences

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