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Statistical Models and Methods for Data Science

Maurizio Vichi editor Leonardo Grilli editor Monia Lupparelli editor Carla Rampichini editor Emilia Rocco editor

Format:Paperback

Publisher:Springer International Publishing AG

Published:25th Jul '23

Should be back in stock very soon

Statistical Models and Methods for Data Science cover

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.

ISBN: 9783031301636

Dimensions: unknown

Weight: unknown

188 pages

1st ed. 2023