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Classification and Data Analysis : Theory and Applications (1st ed. 2020)

By: Batog, Jacek(Edited by) Jajuga, Krzysztof(Edited by) Walesiak, Marek(Edited by)

Part of the Studies in classification, data analysis, and knowledge organization series
3030523470 / 9783030523473
Paperback / softback
05/12/2020
Published 05/12/2020
Switzerland
155 x 235 mm 320 pages, 44 Illustrations, color; 75 Illustrations, black and white; X, 320 p. 119 illus., 44 illu
Professional & Vocational  Learn More

This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18-20, 2019.

Providing a balance between theoretical and methodological contributions and empirical papers, it covers a broad variety of topics, ranging from multivariate data analysis, classification and regression, symbolic (and other) data analysis, visualization, data mining, and computer methods to composite measures, and numerous applications of data analysis methods in economics, finance and other social sciences.

The book is intended for a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.

BIC:

JHBC Social research & statistics, KCA Economic theory & philosophy, PBT Probability & statistics, UFM Mathematical & statistical software, UNF Data mining

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