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pdf | 72.91 MB | English| Isbn: 9781040156568 | Author: Stephanie Zimmer, Rebecca Powell, Isabella Velásquez | Year: 2024
Description :
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.
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