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New Perspectives in Statistical Modeling and Data Analysis

Proceedings of the 7th Conference of the Classification and Data Analysis Group of the Italian Statistical Society, Catania, September 9 - 11, 2009

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Salvatore Ingrassia

    1. Fac. Economia, Università di Catania, Catania, Italy

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  2. Roberto Rocci

    1. Dipto. SEFEMEQ, Università di Roma - Tor Vergata, Roma, Italy

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  3. Maurizio Vichi

    1. Dipto. Statistica, Probabilità e, Statistiche Applicate, Università di Roma, La Sapienza, Roma, Italy

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  • Latest Research Results
  • Includes supplementary material: sn.pub/extras

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xxii
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  2. Data Modeling for Evaluation

    1. Front Matter

      Pages 1-1
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  3. Data Modeling for Evaluation

    1. Evaluating the Effects of Subsidies to Firms with Nonignorably Missing Outcomes

      • Fabrizia Mealli, Barbara Pacini, Giulia Roli
      Pages 3-11

    2. Evaluating Lecturer’s Capability Over Time. Some Evidence from Surveys on University Course Quality

      • Isabella Sulis, Mariano Porcu, Nicola Tedesco
      Pages 13-20

    3. Evaluating the External Effectiveness of the University Education in Italy

      • Matilde Bini
      Pages 21-28

    4. Analyzing Research Potential through Redundancy Analysis: the case of the Italian University System

      • Cristina Davino, Francesco Palumbo, Domenico Vistocco
      Pages 29-37

    5. A Participative Process for the Definition of a Human Capital Indicator

      • Luigi Fabbris, Giovanna Boccuzzo, Maria Cristiana Martini, Manuela Scioni
      Pages 39-47

    6. Using Poset Theory to Compare Fuzzy Multidimensional Material Deprivation Across Regions

      • Marco Fattore, Rainer Brüggemann, Jan Owsiński
      Pages 49-56

    7. Some Notes on the Applicability of Cluster-Weighted Modeling in Effectiveness Studies

      • Simona C. Minotti
      Pages 57-64

    8. Impact Evaluation of Job Training Programs by a Latent Variable Model

      • Francesco Bartolucci, Fulvia Pennoni
      Pages 65-73

  4. Data Analysis in Economics

    1. Front Matter

      Pages 75-75
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  5. Data Analysis in Economics

    1. Analysis of Collaborative Patterns in Innovative Networks

      • Alfredo Del Monte, Maria Rosaria D’Esposito, Giuseppe Giordano, Maria Prosperina Vitale
      Pages 77-84

    2. The Measure of Economic Re-Evaluation: a Coefficient Based on Conjoint Analysis

      • Paolo Mariani, Mauro Mussini, Emma Zavarrone
      Pages 85-92

    3. Do Governments Effectively Stabilize Fuel Prices by Reducing Specific Taxes? Evidence from Italy

      • Marina Di Giacomo, Massimiliano Piacenza, Gilberto Turati
      Pages 93-100

    4. An Analysis of Industry Sector Via Model Based Clustering

      • Carmen Cutugno
      Pages 101-108

    5. Impact of Exogenous Shocks on Oil Product Market Prices

      • Antonio Angelo Romano, Giuseppe Scandurra
      Pages 109-116

  6. Nonparametric Kernel Estimation

    1. Front Matter

      Pages 117-117
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Keywords

About this book

This volume provides recent research results in data analysis, classification and multivariate statistics and highlights perspectives for new scientific developments within these areas. Particular attention is devoted to methodological issues in clustering, statistical modeling and data mining. The volume also contains significant contributions to a wide range of applications such as finance, marketing, and social sciences. The papers in this volume were first presented at the 7th Conference of the Classification and Data Analysis Group (ClaDAG) of the Italian Statistical Society, held at the University of Catania, Italy.

Reviews

From the reviews:

“This volume contains contributions from the seventh biannual meeting of the Classification and Data Analysis Group of the Italian Statistical Society, organised by the Faculty of Economics at the University of Catania in September 2009. … Most of the contributions provide a clear overview of current areas of active research in statistics. As such, they can help the reader to have an idea about the current state-of-art in different topics. The volume can be used primarily as reference material.” (Fabrizio Durante, International Statistical Review, Vol. 81 (3), 2014)

Editors and Affiliations

  • Fac. Economia, Università di Catania, Catania, Italy

    Salvatore Ingrassia

  • Dipto. SEFEMEQ, Università di Roma - Tor Vergata, Roma, Italy

    Roberto Rocci

  • Dipto. Statistica, Probabilità e, Statistiche Applicate, Università di Roma, La Sapienza, Roma, Italy

    Maurizio Vichi

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