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szimmer authored Jan 29, 2024
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31 changes: 20 additions & 11 deletions README.md
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# Tidy Survey Analysis in R
# Exploring Complex Survey Data Analysis in R: A Tidy Introduction with srvyr

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.

## Chapters

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
2 changes: 1 addition & 1 deletion _output.yml
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toc:
collapse: section
before: |
<li><a href="./">A Book Example</a></li>
<li><a href="./">Exploring Complex Survey Data Analysis in R</a></li>
after: |
<li><a href="https://bookdown.org" target="blank">Published with bookdown</a></li>
download: null
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2 changes: 1 addition & 1 deletion index.Rmd
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---
title: "Tidy Survey Book"
title: "Exploring Complex Survey Data Analysis in R: A Tidy Introduction with srvyr"
author: "Stephanie Zimmer, Rebecca J. Powell, and Isabella Velásquez"
date: "`r Sys.Date()`"
documentclass: krantz
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