Statistical Models for Data Analysis

1. Front Matter

   Pages i-xv

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2. Ordering Curves by Data Depth

   • Claudio Agostinelli, Mario Romanazzi

   Pages 1-8

3. Can the Students’ Career be Helpful in Predicting an Increase in Universities Income?

   • Massimo Attanasio, Giovanni Boscaino, Vincenza Capursi, Antonella Plaia

   Pages 9-16

4. Model-Based Classification Via Patterned Covariance Analysis

   • Luca Bagnato

   Pages 17-26

5. Data Stream Summarization by Histograms Clustering

   • Antonio Balzanella, Lidia Rivoli, Rosanna Verde

   Pages 27-35

6. Web Panel Representativeness

   • Annamaria Bianchi, Silvia Biffignandi

   Pages 37-44

7. Nonparametric Multivariate Inference Via Permutation Tests for CUB Models

   • Stefano Bonnini, Luigi Salmaso, Francesca Solmi

   Pages 45-53

8. Asymmetric Multidimensional Scaling Models for Seriation

   • Giuseppe Bove

   Pages 55-62

9. An Approach to Ranking the Hedge Fund Industry

   • Riccardo Bramante

   Pages 63-71

10. Correction of Incoherences in Statistical Matching

    • Andrea Capotorti, Barbara Vantaggi

    Pages 73-80

11. The Analysis of Network Additionality in the Context of Territorial Innovation Policy: The Case of Italian Technological Districts

    • Carlo Capuano, Domenico De Stefano, Alfredo Del Monte, Maria Rosaria D’Esposito, Maria Prosperina Vitale

    Pages 81-88

12. Clustering and Registration of Multidimensional Functional Data

    • M. Chiodi, G. Adelfio, A. D’Alessandro, D. Luzio

    Pages 89-97

13. Classifying Tourism Destinations: An Application of Network Analysis

    • Rosario D’Agata, Venera Tomaselli

    Pages 99-106

14. On Two Classes of Weighted Rank Correlation Measures Deriving from the Spearman’s ρ

    • Livia Dancelli, Marica Manisera, Marika Vezzoli

    Pages 107-114

15. Beanplot Data Analysis in a Temporal Framework

    • Carlo Drago, Carlo Lauro, Germana Scepi

    Pages 115-122

16. Supervised Classification of Facial Expressions

    • S. Fontanella, C. Fusilli, L. Ippoliti

    Pages 123-130

17. Grouping Around Different Dimensional Affine Subspaces

    • L. A. García-Escudero, A. Gordaliza, C. Matrán, A. Mayo-Iscar

    Pages 131-139

18. Hospital Clustering in the Treatment of Acute Myocardial Infarction Patients Via a Bayesian Semiparametric Approach

    • Alessandra Guglielmi, Francesca Ieva, Anna Maria Paganoni, Fabrizio Ruggeri

    Pages 141-149

19. A New Fuzzy Method to Classify Professional Profiles from Job Announcements

    • Domenica Fioredistella Iezzi, Mario Mastrangelo, Scipione Sarlo

    Pages 151-159

20. A Metric Based Approach for the Least Square Regression of Multivariate Modal Symbolic Data

    • Antonio Irpino, Rosanna Verde

    Pages 161-169

The papers in this book cover issues related to the development of novel statistical models for the analysis of data. They offer solutions for relevant problems in statistical data analysis and contain the explicit derivation of the proposed models as well as their implementation. The book assembles the selected and refereed proceedings of the biannual conference of the Italian Classification and Data Analysis Group (CLADAG), a section of the Italian Statistical Society. ​

• Classification
• Data Analysis
• Prediction
• Statistical Computation
• Statistical Methods

• Department of Economics, and Management, University of Pavia, Pavia, Italy

  Paolo Giudici

• Department of Economics, and Business, University of Catania, Catania, Italy

  Salvatore Ingrassia

• , Department of Statistics, University of Rome "La Sapienza", Rome, Italy

  Maurizio Vichi

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