Selected Papers of the Statistical Societies

Advanced Statistical Methods for the Analysis of Large Data-Sets

Editors: Di Ciaccio, Agostino, Coli, Mauro, Angulo Ibanez, Jose Miguel (Eds.)

  • Selected papers considering both methodological and applicative issues Analyzing several aspects of the following topics:
  • The treatment of large administrative data with data integration and record linkage
  • The analysis of genomic and microarray data
  • The visualization and reduction of large data-sets
  • The analysis of high frequency data in finance
  • The analysis of social networks or complex time series databases
  •  The analysis of environmental data
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About this book

The theme of the meeting was “Statistical Methods for the Analysis of Large Data-Sets”. In recent years there has been increasing interest in this subject; in fact a huge quantity of information is often available but standard statistical techniques are usually not well suited to managing this kind of data. The conference serves as an important meeting point for European researchers working on this topic and a number of European statistical societies participated in the organization of the event.
 
The book includes 45 papers from a selection of the 156 papers accepted for presentation and discussed at the conference on “Advanced Statistical Methods for the Analysis of Large Data-sets.”

About the authors

Agostino Di Ciaccio and Mauro Coli are the former President of the Programme Committee and President of the Organizing Committee, respectively and were involved in the selection of the papers. Jose Miguel Angulo Ibañez is the Editor chosen from the Editorial Board of the Series and is President of the SEIO.

Table of contents (43 chapters)

  • Clustering Large Data Set: An Applied Comparative Study

    Bocci, Laura (et al.)

    Pages 3-12

  • Clustering in Feature Space for Interesting Pattern Identification of Categorical Data

    Marino, Marina (et al.)

    Pages 13-22

  • Clustering Geostatistical Functional Data

    Romano, Elvira (et al.)

    Pages 23-31

  • Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries

    Sangalli, Laura M. (et al.)

    Pages 33-43

  • Bayesian Methods for Time Course Microarray Analysis: From Genes’ Detection to Clustering

    Angelini, Claudia (et al.)

    Pages 47-56

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-3-642-21037-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-642-21036-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • ISBN 978-3-642-44340-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Advanced Statistical Methods for the Analysis of Large Data-Sets
Editors
  • Agostino Di Ciaccio
  • Mauro Coli
  • Jose Miguel Angulo Ibanez
Series Title
Selected Papers of the Statistical Societies
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-21037-2
DOI
10.1007/978-3-642-21037-2
Hardcover ISBN
978-3-642-21036-5
Softcover ISBN
978-3-642-44340-4
Series ISSN
2194-7767
Edition Number
1
Number of Pages
XIV, 486
Topics