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Statistical Learning of Complex Data (Paperback, 1st ed. 2019)
Loot Price: R4,230
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Statistical Learning of Complex Data (Paperback, 1st ed. 2019)
Series: Studies in Classification, Data Analysis, and Knowledge Organization
Expected to ship within 10 - 15 working days
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This book of peer-reviewed contributions presents the latest
findings in classification, statistical learning, data analysis and
related areas, including supervised and unsupervised
classification, clustering, statistical analysis of mixed-type
data, big data analysis, statistical modeling, graphical models and
social networks. It covers both methodological aspects as well as
applications to a wide range of fields such as economics,
architecture, medicine, data management, consumer behavior and the
gender gap. In addition, it describes the basic features of the
software behind the data analysis results, and provides links to
the corresponding codes and data sets where necessary. This book is
intended for researchers and practitioners who are interested in
the latest developments and applications in the field of data
analysis and classification. It gathers selected and peer-reviewed
contributions presented at the 11th Scientific Meeting of the
Classification and Data Analysis Group of the Italian Statistical
Society (CLADAG 2017), held in Milan, Italy, on September 13-15,
2017.
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