Exploring Complex Survey Data Analysis Using R
A Tidy Introduction with {srvyr} and {survey}
Isabella Velásquez author Rebecca Powell author Stephanie Zimmer author
Format:Hardback
Publisher:Taylor & Francis Ltd
Publishing:19th Nov '24
£67.99
This title is due to be published on 19th November, and will be despatched as soon as possible.
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. <
ISBN: 9781032302867
Dimensions: unknown
Weight: unknown
346 pages