New Perspectives in Statistical Modeling and Data Analysis [electronic resource] : Proceedings of the 7th Conference of the Classification and Data Analysis Group of the Italian Statistical Society, Catania, September 9 - 11, 2009 / edited by Salvatore Ingrassia, Roberto Rocci, Maurizio Vichi.

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Series: Studies in Classification, Data Analysis, and Knowledge OrganizationPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011Description: XXII, 587 p. 64 illus. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783642113635

Subject(s):

Genre/Form:

Electronic books.

Additional physical formats: Printed edition:: No titleDDC classification:

519.5 23

LOC classification:

QA276-280

Online resources:

Click here to access online

Contents:

Data Modeling for Evaluation -- Data Analysis in Economics -- Nonparametric Kernel Estimation -- Data Analysis in Industry and Services -- Visualization of Relationships -- Classification -- Analysis of Financial Data -- Functional Data Analysis -- Computer Intensive Methods -- Data Analysis in Environmental and Medical Sciences -- Analysis of Categorical Data -- Multivariate Analysis.

In: Springer eBooksSummary: 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.

Item type:

eBooks

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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.