References

Allaire, J. J., Charles Teague, Carlos Scheidegger, Yihui Xie, and Christophe Dervieux. 2024. Quarto.” https://github.com/quarto-dev/quarto-cli. https://doi.org/10.5281/zenodo.5960048.
American National Election Studies. 2021. “ANES 2020 Time Series Study: Pre-Election and Post-Election Survey Questionnaires.” https://electionstudies.org/wp-content/uploads/2021/07/anes_timeseries_2020_questionnaire_20210719.pdf.
———. 2022. “ANES 2020 Time Series Study Full Release: User Guide and Codebook.” https://electionstudies.org/wp-content/uploads/2022/02/anes_timeseries_2020_userguidecodebook_20220210.pdf.
Bache, Stefan Milton, and Hadley Wickham. 2022. magrittr: A Forward-Pipe Operator for R. https://magrittr.tidyverse.org.
Biemer, Paul P. 2010. “Total Survey Error: Design, Implementation, and Evaluation.” Public Opinion Quarterly 74 (5): 817–48. https://doi.org/10.1093/poq/nfq058.
Biemer, Paul P., and Lars E. Lyberg. 2003. Introduction to Survey Quality. John Wiley & Sons.
Biemer, Paul P., Joe Murphy, Stephanie Zimmer, Chip Berry, Grace Deng, and Katie Lewis. 2017. Using Bonus Monetary Incentives to Encourage Web Response in Mixed-Mode Household Surveys.” Journal of Survey Statistics and Methodology 6 (2): 240–61. https://doi.org/10.1093/jssam/smx015.
Bollen, Kenneth A., Paul P. Biemer, Alan F. Karr, Stephen Tueller, and Marcus E. Berzofsky. 2016. “Are Survey Weights Needed? A Review of Diagnostic Tests in Regression Analysis.” Annual Review of Statistics and Its Application 3 (1): 375–92. https://doi.org/10.1146/annurev-statistics-011516-012958.
Bradburn, Norman M., Seymour Sudman, and Brian Wansink. 2004. Asking Questions: The Definitive Guide to Questionnaire Design. 2nd ed. Jossey-Bass.
Bryan, Jenny. 2023. “Happy Git and GitHub for the UseR.” https://happygitwithr.com/.
Centers for Disease Control and Prevention (CDC). 2021. “Behavioral Risk Factor Surveillance System Survey Questionnaire.” U.S. Department of Health; Human Services, Centers for Disease Control; Prevention; https://www.cdc.gov/brfss/questionnaires/pdf-ques/2021-BRFSS-Questionnaire-1-19-2022-508.pdf.
Cochran, William G. 1977. Sampling Techniques. John Wiley & Sons.
Cox, Brenda G, David A Binder, B Nanjamma Chinnappa, Anders Christianson, Michael J Colledge, and Phillip S Kott. 2011. Business Survey Methods. John Wiley & Sons.
Csardi, Gabor. 2023. prettyunits: Pretty, Human Readable Formatting of Quantities. https://github.com/r-lib/prettyunits.
Csárdi, Gábor, and Jim Hester. 2024. pak: Another Approach to Package Installation. https://pak.r-lib.org/.
Davern, Michael, Rene Bautista, Jeremy Freese, Stephen L. Morgan, and Tom W. Smith. 2021. General Social Survey 2016-2020 Panel Codebook.” Edited by Chicago NORC. https://gss.norc.org/Documents/codebook/2016-2020%20GSS%20Panel%20Codebook%20-%20R1a.pdf.
DeBell, Matthew. 2010. “How to Analyze ANES Survey Data.” ANES Technical Report Series nes012492. Palo Alto, CA: Stanford University; Ann Arbor, MI: the University of Michigan; https://electionstudies.org/wp-content/uploads/2018/05/HowToAnalyzeANESData.pdf.
DeBell, Matthew, Michelle Amsbary, Ted Brader, Shelley Brock, Cindy Good, Justin Kamens, Natalya Maisel, and Sarah Pinto. 2022. Methodology Report for the ANES 2020 Time Series Study.” https://electionstudies.org/wp-content/uploads/2022/08/anes_timeseries_2020_methodology_report.pdf.
DeLeeuw, Edith D. 2005. “To Mix or Not to Mix Data Collection Modes in Surveys.” Journal of Official Statistics 21: 233–55.
———. 2018. “Mixed-Mode: Past, Present, and Future.” Survey Research Methods 12 (2): 75–89. https://doi.org/10.18148/srm/2018.v12i2.7402.
Deming, W Edwards. 1991. Sample Design in Business Research. Vol. 23. John Wiley & Sons.
Dillman, Don A, Jolene D Smyth, and Leah Melani Christian. 2014. Internet, Phone, Mail, and Mixed-Mode Surveys: The Tailored Design Method. John Wiley & Sons.
FC, Mike, Trevor L Davis, and ggplot2 authors. 2022. ggpattern: ’ggplot2’ Pattern Geoms. https://github.com/coolbutuseless/ggpattern.
Fowler, Floyd J, and Thomas W. Mangione. 1989. Standardized Survey Interviewing. SAGE.
Freedman Ellis, Greg, and Ben Schneider. 2024. srvyr: ’dplyr’-Like Syntax for Summary Statistics of Survey Data. http://gdfe.co/srvyr/.
Fuller, Wayne A. 2011. Sampling Statistics. John Wiley & Sons.
Gard, Arianna M., Luke W. Hyde, Steven G. Heeringa, Brady T. West, and Colter Mitchell. 2023. “Why Weight? Analytic Approaches for Large-Scale Population Neuroscience Data.” Developmental Cognitive Neuroscience 59: 101196. https://doi.org/https://doi.org/10.1016/j.dcn.2023.101196.
Gelman, Andrew. 2007. Struggles with Survey Weighting and Regression Modeling.” Statistical Science 22 (2): 153–64. https://doi.org/10.1214/088342306000000691.
Groves, Robert M, Floyd J Fowler Jr, Mick P Couper, James M Lepkowski, Eleanor Singer, and Roger Tourangeau. 2009. Survey Methodology. John Wiley & Sons.
Harter, Rachel, Michael P Battaglia, Trent D Buskirk, Don A Dillman, Ned English, Mansour Fahimi, Martin R Frankel, et al. 2016. “Address-Based Sampling.” Task force report. American Association for Public Opinion Research; https://aapor.org/wp-content/uploads/2022/11/AAPOR_Report_1_7_16_CLEAN-COPY-FINAL-2.pdf.
Henry, Lionel, and Hadley Wickham. 2024. tidyselect: Select from a Set of Strings. https://tidyselect.r-lib.org.
Iannone, Richard, Joe Cheng, Barret Schloerke, Ellis Hughes, Alexandra Lauer, JooYoung Seo, Ken Brevoort, and Olivier Roy. 2024. gt: Easily Create Presentation-Ready Display Tables. https://github.com/rstudio/gt.
Kim, Jae Kwang, and Jun Shao. 2021. Statistical Methods for Handling Incomplete Data. Chapman & Hall/CRC Press.
Landau, William Michael. 2021. “The targets R Package: A Dynamic Make-Like Function-Oriented Pipeline Toolkit for Reproducibility and High-Performance Computing.” Journal of Open Source Software 6 (57): 2959. https://doi.org/10.21105/joss.02959.
LAPOP. 2021a. “AmericasBarometer 2021 - Canada: Technical Information.” Vanderbilt University; http://datasets.americasbarometer.org/database/files/ABCAN2021-Technical-Report-v1.0-FINAL-eng-110921.pdf.
———. 2021b. “AmericasBarometer 2021 - U.S.: Technical Information.” Vanderbilt University; http://datasets.americasbarometer.org/database/files/ABUSA2021-Technical-Report-v1.0-FINAL-eng-110921.pdf.
———. 2021c. “AmericasBarometer 2021: Technical Information.” Vanderbilt University; https://www.vanderbilt.edu/lapop/ab2021/AB2021-Technical-Report-v1.0-FINAL-eng-030722.pdf.
———. 2021d. “Core Questionnaire.” https://www.vanderbilt.edu/lapop/ab2021/AB2021-Core-Questionnaire-v17.5-Eng-210514-W-v2.pdf.
———. 2023a. “About the AmericasBarometer.” https://www.vanderbilt.edu/lapop/about-americasbarometer.php.
———. 2023b. “The AmericasBarometer by the LAPOP Lab.” www.vanderbilt.edu/lapop.
Larmarange, Joseph. 2024. labelled: Manipulating Labelled Data. https://larmarange.github.io/labelled/.
Levy, Paul S, and Stanley Lemeshow. 2013. Sampling of Populations: Methods and Applications. John Wiley & Sons.
Lumley, Thomas. 2010. Complex Surveys: A Guide to Analysis Using R. John Wiley & Sons.
Mack, Christina, Zhaohui Su, and Daniel Westreich. 2018. “Types of Missing Data.” In Managing Missing Data in Patient Registries: Addendum to Registries for Evaluating Patient Outcomes: A User’s Guide, Third Edition [Internet]. https://www.ncbi.nlm.nih.gov/books/NBK493614/; Rockville (MD): Agency for Healthcare Research; Quality (US).
Massicotte, Philippe, and Andy South. 2023. rnaturalearth: World Map Data from Natural Earth. https://docs.ropensci.org/rnaturalearth/.
McCullagh, Peter, and John Ashworth Nelder. 1989. “Binary Data.” In Generalized Linear Models, 98–148. Springer.
Müller, Kirill. 2020. here: A Simpler Way to Find Your Files. https://here.r-lib.org/.
National Center for Health Statistics. 2023. National Health Interview Survey, 2022 survey description.” https://ftp.cdc.gov/pub/Health_Statistics/NCHS/Dataset_Documentation/NHIS/2022/srvydesc-508.pdf.
Ooms, Jeroen. 2014. “The jsonlite Package: A Practical and Consistent Mapping Between JSON Data and R Objects.” arXiv:1403.2805 [Stat.CO].
Pebesma, Edzer, and Roger Bivand. 2023. Spatial Data Science: With applications in R. https://r-spatial.org/book/; Chapman & Hall/CRC. https://doi.org/10.1201/9780429459016.
Penn State. 2019. “STAT 506: Sampling Theory and Methods [Online Course].” https://online.stat.psu.edu/stat506/.
R Core Team. 2024. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.
Recht, Hannah. 2024. censusapi: Retrieve Data from the Census APIs. https://github.com/hrecht/censusapi.
Robinson, David, Alex Hayes, and Simon Couch. 2023. broom: Convert Statistical Objects into Tidy Tibbles. https://broom.tidymodels.org/.
Särndal, Carl-Erik, Bengt Swensson, and Jan Wretman. 2003. Model Assisted Survey Sampling. Springer Science & Business Media.
Schafer, Joseph L, and John W Graham. 2002. “Missing Data: Our View of the State of the Art.” Psychological Methods 7: 147–77. https://doi.org/10.1037//1082-989X.7.2.147.
Schouten, Barry, Andy Peytchev, and James Wagner. 2018. Adaptive Survey Design. Chapman & Hall/CRC Press.
Scott, Alastair. 2007. “Rao-Scott Corrections and Their Impact.” In Section on Survey Research Methods, 3514–18. http://www.asasrms.org/Proceedings/y2007/Files/JSM2007-000874.pdf.
Shah, Babubhai V, and Akhil K Vaish. 2006. “Confidence Intervals for Quantile Estimation from Complex Survey Data.” In Proceedings of the Section on Survey Research Methods. http://www.asasrms.org/Proceedings/y2006/Files/JSM2006-000749.pdf.
Shook-Sa, Bonnie, G. Lance Couzens, and Marcus Berzofsky. 2015. “Users’ Guide to the National Crime Victimization Survey (NCVS) Direct Variance Estimation.” https://bjs.ojp.gov/sites/g/files/xyckuh236/files/media/document/ncvs_variance_user_guide_11.06.14.pdf; U. S. Bureau of Justice Statistics.
Sjoberg, Daniel D., Karissa Whiting, Michael Curry, Jessica A. Lavery, and Joseph Larmarange. 2021. “Reproducible Summary Tables with the gtsummary Package.” The R Journal 13: 570–80. https://doi.org/10.32614/RJ-2021-053.
Skinner, Chris. 2009. “Chapter 15: Statistical Disclosure Control for Survey Data.” In Handbook of Statistics: Sample Surveys: Design, Methods and Applications, edited by C. R. Rao, 381–96. Elsevier B.V.
Sprunt, Barbara. 2020. “93 Million and Counting: Americans Are Shattering Early Voting Records.” National Public Radio.
Tierney, Nicholas. 2017. visdat: Visualising Whole Data Frames.” Journal of Open Source Software 2 (16): 355. https://doi.org/10.21105/joss.00355.
Tierney, Nicholas, and Dianne Cook. 2023. “Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations.” Journal of Statistical Software 105 (7): 1–31. https://doi.org/10.18637/jss.v105.i07.
Tourangeau, Roger, Mick P. Couper, and Frederick Conrad. 2004. “Spacing, Position, and Order: Interpretive Heuristics for Visual Features of Survey Questions.” Public Opinion Quarterly 68: 368–93.
Tourangeau, Roger, Lance J. Rips, and Kenneth Rasinski. 2000. Psychology of Survey Response. Cambridge University Press.
U. S. Bureau of Justice Statistics. 2017. “National Crime Victimization Survey, 2016: Technical Documentation.” https://bjs.ojp.gov/sites/g/files/xyckuh236/files/media/document/ncvstd16.pdf.
———. 2020. “National Crime Victimization Survey NCVS-2 CRIME INCIDENT REPORT.” https://bjs.ojp.gov/content/pub/pdf/ncvs20_cir.pdf.
———. 2022. National Crime Victimization Survey, [United States], 2021.” https://www.icpsr.umich.edu/web/NACJD/studies/38429/datadocumentation.
U.S. Bureau of Justice Statistics. 2022. “National Crime Victimization Survey, [United States], 2021.” https://www.icpsr.umich.edu/web/NACJD/studies/38429; Inter-university Consortium for Political; Social Research [distributor]. https://doi.org/10.3886/ICPSR38429.v1.
U.S. Census Bureau. 2021. Understanding and Using the American Community Survey Public Use Microdata Sample Files What Data Users Need to Know.” U.S. Government Printing Office; https://www.census.gov/content/dam/Census/library/publications/2021/acs/acs_pums_handbook_2021.pdf.
U.S. Energy Information Administration. 2017. Residential Energy Consumption Survey (RECS): Using the 2015 microdata file to compute estimates and standard errors (RSEs).” https://www.eia.gov/consumption/residential/data/2015/pdf/microdata_v3.pdf.
———. 2020. “Residential Energy Consumption Survey (RECS) Form EIA-457A 2020 Household Questionnaire.” https://www.eia.gov/survey/form/eia_457/archive/2020_RECS-457A.pdf.
———. 2023a. 2020 Residential Energy Consumption Survey: Consumption and Expenditures Technical Documentation Summary.” https://www.eia.gov/consumption/residential/data/2020/pdf/2020%20RECS%20CE%20Methodology_Final.pdf.
———. 2023b. 2020 Residential Energy Consumption Survey: Household Characteristics Technical Documentation Summary.” https://www.eia.gov/consumption/residential/data/2020/pdf/2020%20RECS_Methodology%20Report.pdf.
———. 2023c. 2020 Residential Energy Consumption Survey: Using the microdata file to compute estimates and relative standard errors (RSEs).” https://www.eia.gov/consumption/residential/data/2020/pdf/microdata-guide.pdf.
———. 2023d. “Units and Calculators Explained: Degree Days.” https://www.eia.gov/energyexplained/units-and-calculators/degree-days.php.
Ushey, Kevin, and Hadley Wickham. 2024. renv: Project Environments. https://rstudio.github.io/renv/.
Valliant, Richard, and Jill A. Dever. 2018. Survey Weights: A Step-by-Step Guide to Calculation. Stata Press.
Valliant, Richard, Jill A Dever, and Frauke Kreuter. 2013. Practical Tools for Designing and Weighting Survey Samples. Vol. 1. Springer.
Walker, Kyle, and Matt Herman. 2024. tidycensus: Load US Census Boundary and Attribute Data as ’tidyverse’ and ’sf’-Ready Data Frames. https://walker-data.com/tidycensus/.
Wickham, Hadley. 2016. ggplot2: Elegant Graphics for Data Analysis. https://ggplot2.tidyverse.org; Springer-Verlag New York.
———. 2019. Advanced R. https://adv-r.hadley.nz/; CRC Press.
———. 2023. forcats: Tools for Working with Categorical Variables (Factors). https://forcats.tidyverse.org/.
———. 2024. httr2: Perform HTTP Requests and Process the Responses. https://httr2.r-lib.org.
Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2019. “Welcome to the tidyverse.” Journal of Open Source Software 4 (43): 1686. https://doi.org/10.21105/joss.01686.
Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd ed. https://r4ds.hadley.nz/; O’Reilly Media.
Wickham, Hadley, Romain François, Lionel Henry, Kirill Müller, and Davis Vaughan. 2023. dplyr: A Grammar of Data Manipulation. https://dplyr.tidyverse.org.
Wickham, Hadley, and Lionel Henry. 2023. purrr: Functional Programming Tools. https://purrr.tidyverse.org/.
Wickham, Hadley, Jim Hester, and Jennifer Bryan. 2024. readr: Read Rectangular Text Data. https://readr.tidyverse.org.
Wickham, Hadley, Evan Miller, and Danny Smith. 2023. haven: Import and Export ’SPSS’, ’Stata’ and ’SAS’ Files. https://haven.tidyverse.org.
Wolter, Kirk M. 2007. Introduction to Variance Estimation. Vol. 53. Springer.
Xie, Yihui, Christophe Dervieux, and Emily Riederer. 2020. R Markdown Cookbook. https://bookdown.org/yihui/rmarkdown-cookbook; Chapman & Hall/CRC.
Zimmer, Stephanie, Rebecca Powell, and Isabella Velásquez. 2024. srvyrexploR: Data Supplement for Exploring Complex Survey Data Analysis Using R. https://github.com/tidy-survey-r/srvyrexploR.