株式会社極東書店トップ ＞ 商品一覧 ＞ Statistical Models and Methods for Data Science. 1st ed. 2023.
商品詳細
Statistical Models and Methods for Data Science. 1st ed. 2023.
・ISBN 978-3-031-30163-6 paper EUR 129.99
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| 著者・編者 | Grilli, Leonardo / Lupparelli, Monia / Rampichini, Carla / Rocco, Emilia / Vichi, Maurizio (eds.), |
|---|---|
| シリーズ | Studies in Classification, Data Analysis, and Knowledge Organization |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2023 |
| ページ数 | 188 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-4246＞ |
解説
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.