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Doing Data Science in R : An Introduction for Social Scientists. Rにおけるデータ科学－社会科学者のための入門
・ISBN 978-1-5264-8676-9 hard GB£ 175.00
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・ISBN 978-1-5264-8677-6 paper GB£ 56.99
￥18,054.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
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| 著者・編者 | Andrews, Mark, |
|---|---|
| 出版社 | (Sage, UK) |
| 出版年月 | 2021.04 |
| ページ数 | 640 pp. |
| 言語 | ENG |
| ニュース番号 | ＜661-16 661-L583＞ |
解説
This approachable introduction to doing data science in R provides step-by-step advice on using the tools and statistical methods to carry out data analysis. Introducing the fundamentals of data science and R before moving into more advanced topics like Multilevel Models and Probabilistic Modelling with Stan, it builds knowledge and skills gradually.
This book:
- Focuses on providing practical guidance for all aspects, helping readers get to grips with the tools, software, and statistical methods needed to provide the right type and level of analysis their data requires
- Explores the foundations of data science and breaks down the processes involved, focusing on the link between data science and practical social science skills
- Introduces R at the outset and includes extensive worked examples and R code every step of the way, ensuring students see the value of R and its connection to methods while providing hands-on practice in the software
- Provides examples and datasets from different disciplines and locations demonstrate the widespread relevance, possible applications, and impact of data science across the social sciences.