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# Tidy Survey Analysis in R | ||
# Exploring Complex Survey Data Analysis in R: A Tidy Introduction with srvyr | ||
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Surveys are a powerful tool for gathering information, drawing insights, and driving decisions. However, they require specific analysis methods to ensure the correct interpretation of results. This book will provide an in-depth introduction to conducting survey analysis with the {srvyr} package and {tidyverse} family of functions. Readers will understand how and why to use survey analysis techniques as well as how to interpret and communicate results. | ||
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## Chapters | ||
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1. Introduction | ||
2. Introducing survey data | ||
3. Understanding survey data files | ||
4. Introducing the {srvyr} package | ||
5. Specifying sample designs in {srvyr} | ||
6. Descriptive analyses in {srvyr} | ||
7. Statistical testing | ||
8. Modeling | ||
9. Presenting results | ||
10. Walkthroughs | ||
I. Intro | ||
1. Introduction | ||
2. Overview of Surveys | ||
3. Understanding Survey Data Documentation | ||
II. Analysis | ||
4. Set-up | ||
5. Descriptive Analyses in {srvyr} | ||
6. Statistical testing | ||
7. Modeling | ||
III. Reporting | ||
8. Communicating Results | ||
9. Reproducible data | ||
IV. Real life data | ||
10. Specifying sample designs and replicate weights in {srvyr} | ||
11. Missing data | ||
12. Common pitfalls | ||
V. Vignettes | ||
13. National Crime Victimization Survey Vignette | ||
14. AmericasBarometer Vignette |
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