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Advances in Statistical Models for Data Analysis

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Isabella Morlini

    1. Department of Economics "Marco Biagi", University of Modena & Reggio Emilia, Modena, Italy

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  2. Tommaso Minerva

    1. Department of Communication and Economics, University of Modena & Reggio Emilia, Reggio Emilia, Italy

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  3. Maurizio Vichi

    1. Department of Statistics, University of Rome “La Sapienza”, Roma, Italy

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  • Presents new research results in data analysis and statistical modelling
  • Offers applications in areas such as economics and finance, education, social sciences, environmental and biomedical sciences

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Table of contents (25 papers)

  1. Front Matter

    Pages i-viii
    Download chapter PDF

  2. Using the dglars Package to Estimate a Sparse Generalized Linear Model

    • Luigi Augugliaro, Angelo M. Mineo
    Pages 1-8

  3. A Depth Function for Geostatistical Functional Data

    • Antonio Balzanella, Romano Elvira
    Pages 9-16

  4. Robust Clustering of EU Banking Data

    • Jessica Cariboni, Andrea Pagano, Domenico Perrotta, Francesca Torti
    Pages 17-25

  5. Sovereign Risk and Contagion Effects in the Eurozone: A Bayesian Stochastic Correlation Model

    • Roberto Casarin, Marco Tronzano, Domenico Sartore
    Pages 27-34

  6. Female Labour Force Participation and Selection Effect: Southern vs Eastern European Countries

    • Rosalia Castellano, Gennaro Punzo, Antonella Rocca
    Pages 35-43

  7. Asymptotics in Survey Sampling for High Entropy Sampling Designs

    • Pier Luigi Conti, Daniela Marella
    Pages 45-53

  8. A Note on the Use of Recursive Partitioning in Causal Inference

    • Claudio Conversano, Massimo Cannas, Francesco Mola
    Pages 55-62

  9. Meta-Analysis of Poll Accuracy Measures: A Multilevel Approach

    • Rosario D’Agata, Venera Tomaselli
    Pages 63-71

  10. Families of Parsimonious Finite Mixtures of Regression Models

    • Utkarsh J. Dang, Paul D. McNicholas
    Pages 73-84

  11. Quantile Regression for Clustering and Modeling Data

    • Cristina Davino, Domenico Vistocco
    Pages 85-95

  12. Nonmetric MDS Consensus Community Detection

    • Carlo Drago, Antonio Balzanella
    Pages 97-105

  13. The Performance of the Gradient-Like Influence Measure in Generalized Linear Mixed Models

    • Marco Enea, Antonella Plaia
    Pages 107-116

  14. New Flexible Probability Distributions for Ranking Data

    • Salvatore Fasola, Mariangela Sciandra
    Pages 117-124

  15. Robust Estimation of Regime Switching Models

    • Luigi Grossi, Fany Nan
    Pages 125-135

  16. Incremental Visualization of Categorical Data

    • Alfonso Iodice D’Enza, Angelos Markos
    Pages 137-148

  17. A New Proposal for Tree Model Selection and Visualization

    • Carmela Iorio, Massimo Aria, Antonio D’Ambrosio
    Pages 149-156

  18. Object-Oriented Bayesian Network to Deal with Measurement Error in Household Surveys

    • Daniela Marella, Paola Vicard
    Pages 157-164

  19. Comparing Fuzzy and Multidimensional Methods to Evaluate Well-Being in European Regions

    • Maria Adele Milioli, Lara Berzieri, Sergio Zani
    Pages 165-176

  20. Cluster Analysis of Three-Way Atmospheric Data

    • Isabella Morlini, Stefano Orlandini
    Pages 177-189
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Keywords

About this book

This edited volume focuses on recent research results in classification, multivariate statistics and machine learning and highlights advances in statistical models for data analysis. The volume provides both methodological developments and contributions to a wide range of application areas such as economics, marketing, education, social sciences and environment. The papers in this volume were first presented at the 9th biannual meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in September 2013 at the University of Modena and Reggio Emilia, Italy.

Editors and Affiliations

  • Department of Economics "Marco Biagi", University of Modena & Reggio Emilia, Modena, Italy

    Isabella Morlini

  • Department of Communication and Economics, University of Modena & Reggio Emilia, Reggio Emilia, Italy

    Tommaso Minerva

  • Department of Statistics, University of Rome “La Sapienza”, Roma, Italy

    Maurizio Vichi

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