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Studies in Classification, Data Analysis, and Knowledge Organization

Advances in Statistical Models for Data Analysis

Editors: Morlini, Isabella, Minerva, Tommaso, Vichi, Maurizio (Eds.)

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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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eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-17377-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-17376-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (25 chapters)

Table of contents (25 chapters)
  • Using the dglars Package to Estimate a Sparse Generalized Linear Model

    Pages 1-8

    Augugliaro, Luigi (et al.)

  • A Depth Function for Geostatistical Functional Data

    Pages 9-16

    Balzanella, Antonio (et al.)

  • Robust Clustering of EU Banking Data

    Pages 17-25

    Cariboni, Jessica (et al.)

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

    Pages 27-34

    Casarin, Roberto (et al.)

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

    Pages 35-43

    Castellano, Rosalia (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-17377-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-17376-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Statistical Models for Data Analysis
Editors
  • Isabella Morlini
  • Tommaso Minerva
  • Maurizio Vichi
Series Title
Studies in Classification, Data Analysis, and Knowledge Organization
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-17377-1
DOI
10.1007/978-3-319-17377-1
Softcover ISBN
978-3-319-17376-4
Series ISSN
1431-8814
Edition Number
1
Number of Pages
VIII, 268
Number of Illustrations
36 b/w illustrations, 13 illustrations in colour
Topics