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Statistical Models and Methods for Data Science

Name: Statistical Models and Methods for Data Science
Brand: Springer Nature B.V.
SKU: 50452533
Price: 59.39 EUR
Availability: InStock
Author: Leonardo Grilli
ISBN: 9783031301650

Leonardo Grilli

Monia Lupparelli

Carla Rampichini

Língua

Inglês

Livro Capa mole

Código Libristo: 50452533

Editoras Springer Nature B.V., julho 2023

This book focuses on methods and models in classification and data analysis and presents real-world... Descrição completa

Código Libristo: 50452533

145 b

59.39 €

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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.