Advances in Statistical Models for Data Analysis
Editors: Morlini, Isabella, Minerva, Tommaso, Vichi, Maurizio (Eds.)
Free Preview- 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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- About this book
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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)
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Using the dglars Package to Estimate a Sparse Generalized Linear Model
Pages 1-8
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A Depth Function for Geostatistical Functional Data
Pages 9-16
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Robust Clustering of EU Banking Data
Pages 17-25
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Sovereign Risk and Contagion Effects in the Eurozone: A Bayesian Stochastic Correlation Model
Pages 27-34
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Female Labour Force Participation and Selection Effect: Southern vs Eastern European Countries
Pages 35-43
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Table of contents (25 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Advances in Statistical Models for Data Analysis
- Editors
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- 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
