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Studies in Classification, Data Analysis, and Knowledge Organization
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Studies in Classification, Data Analysis, and Knowledge Organization
Grilli, Leonardo; Lupparelli, Monia; Rampichini, Carla; Rocco, Emilia; Vichi, Maurizio
This book focuses on methods and models in classification and data analysis and presents real-world applications at the interface with data science. Numerous topics are covered, ranging from statistical inference and modelling to clustering and factorial methods, and from directional data analysis to time series analysis and small area estimation. The applications deal with new developments in a variety of fields, including medicine, finance, engineering, marketing, and cyber risk.
The contents comprise selected and peer-reviewed contributions presented at the 13th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, CLADAG 2021, held (online) in Florence, Italy, on September 9–11, 2021. CLADAG promotes advanced methodological research in multivariate statistics with a special focus on data analysis and classification, and supports the exchange and dissemination of ideas, methodological concepts, numerical methods, algorithms, and computational and applied results at the interface between classification and data science.Details
Published by: Springer
Publication Date: 2023-07-25
Format: Paperback
ISBN-13: 9783031301636
DOI: 10.1007/978-3-031-30164-3
Dimensions: 235cm x155cm
Pages: 188