Data Analysis and Classification
Proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica
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Beschreibung
The volume provides results from the latest methodological developments in data analysis and classification and highlights new emerging subjects within the field. It contains articles about statistical models, classification, cluster analysis, multidimensional scaling, multivariate analysis, latent variables, knowledge extraction from temporal data, financial and economic applications, and missing values. Papers cover both theoretical and empirical aspects.
Includes supplementary material: sn.pub/extras
Autor*in
Francesco Palumbo
Themen in »Data Analysis and Classification«
Cluster analysis Item Latent variable model Measure Projection pursuit Time series clustering data analysis multidimensional scaling
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From the reviews:
“It covers a wide array of topics, including methods for classification and clustering, statistical models, statistical multivariate methods, data mining, both financial and economic applications, and knowledge extraction from temporal data. … the organization and structure of the remainder of the book is good and logical. … the volume provides a good variety of applications in various fields. Combining theoretical advances with a host of real applications, this volume will be of equally special interest for researchers and practitioners.” (Technometrics, Vol. 53 (3), August, 2011)
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