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Exploring Complex Survey Data Analysis Using R : A Tidy Introduction with {srvyr} and {survey}.
・ISBN 978-1-032-30286-7 hard GB£ 83.99
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-1-003-30599-6
| 著者・編者 | Zimmer, Stephanie / Powell, Rebecca / Velasquez, Isabella, |
|---|---|
| 出版社 | (Chapman & Hall / CRC, US) |
| 出版年月 | 2024.11 |
| ページ数 | 346 pp. |
| 言語 | ENG |
| ニュース番号 | ＜729-14＞ |
解説
Surveys are powerful tools for gathering information, uncovering insights, and facilitating decision-making. However, to ensure the accurate interpretation of results, they require specific analysis methods. In this book, readers embark on an in-depth journey into conducting complex survey analysis with the {srvyr} package and tidyverse family of functions from the R programming language. Intended for intermediate R users familiar with the basics of the tidyverse, this book gives readers a deeper understanding of applying appropriate survey analysis techniques using {srvyr}, {survey}, and other related packages. With practical walkthroughs featuring real-world datasets, such as the American National Election Studies and Residential Energy Consumption Survey, readers will develop the skills necessary to perform impactful survey analysis on survey data collected through a randomized sample design. Additionally, this book teaches readers how to interpret and communicate results of survey data effectively.
Key Features:
- Uses the {srvyr} package and tidyverse family of packages.
- Grants a conceptual understanding of the statistical methods that the functions apply to.
- Includes practical walkthroughs using publicly available survey data.
- Provides the reader with the tools for interpreting, visualizing, and presenting results.