About

Authors

Florian Kohrt

Josephine Zerna

Christoph Scheffel

Utilized Software

This work was completed with the following R packages: datawizard v. 0.12.3 (Patil et al. 2022), grateful v. 0.2.4 (Francisco Rodriguez-Sanchez and Connor P. Jackson 2023), knitr v. 1.48 (Xie 2014, 2015, 2024), quarto v. 1.4.4 (Allaire and Dervieux 2024), renv v. 1.0.7 (Ushey and Wickham 2024), report v. 0.5.9 (Makowski et al. 2023), rmarkdown v. 2.28 (Xie, Allaire, and Grolemund 2018; Xie, Dervieux, and Riederer 2020; Allaire et al. 2024), sessioninfo v. 1.2.2 (Wickham et al. 2021), tidyverse v. 2.0.0 (Wickham et al. 2019), tinylabels v. 0.2.4 (Barth 2023), tinytable v. 0.4.0 (Arel-Bundock 2024), withr v. 3.0.1 (Hester et al. 2024).

Quarto: 1.5.57

sessioninfo::session_info()

─ Session info ───────────────────────────────────────────────────────────────
 setting  value
 version  R version 4.4.1 (2024-06-14)
 os       Ubuntu 22.04.5 LTS
 system   x86_64, linux-gnu
 ui       X11
 language (EN)
 collate  C.UTF-8
 ctype    C.UTF-8
 tz       UTC
 date     2024-09-21
 pandoc   3.2 @ /opt/quarto/bin/tools/ (via rmarkdown)

─ Packages ───────────────────────────────────────────────────────────────────
 ! package     * version date (UTC) lib source
 P cli           3.6.3   2024-06-21 [?] RSPM (R 4.4.0)
 P digest        0.6.37  2024-08-19 [?] RSPM (R 4.4.0)
 P evaluate      0.24.0  2024-06-10 [?] RSPM (R 4.4.0)
 P fastmap       1.2.0   2024-05-15 [?] RSPM (R 4.4.0)
 P grateful      0.2.4   2023-10-22 [?] RSPM (R 4.4.0)
 P htmltools     0.5.8.1 2024-04-04 [?] RSPM (R 4.4.0)
 P jsonlite      1.8.8   2023-12-04 [?] RSPM (R 4.4.0)
 P knitr         1.48    2024-07-07 [?] RSPM (R 4.4.0)
 P later         1.3.2   2023-12-06 [?] RSPM (R 4.4.0)
 P processx      3.8.4   2024-03-16 [?] RSPM (R 4.4.0)
 P ps            1.7.7   2024-07-02 [?] RSPM (R 4.4.0)
 P quarto        1.4.4   2024-07-20 [?] RSPM (R 4.4.0)
 P Rcpp          1.0.13  2024-07-17 [?] RSPM (R 4.4.0)
   renv          1.0.7   2024-04-11 [1] RSPM (R 4.4.1)
 P rlang         1.1.4   2024-06-04 [?] RSPM (R 4.4.0)
 P rmarkdown     2.28    2024-08-17 [?] RSPM (R 4.4.0)
 P rstudioapi    0.16.0  2024-03-24 [?] RSPM (R 4.4.0)
 P sessioninfo   1.2.2   2021-12-06 [?] RSPM (R 4.4.0)
 P withr         3.0.1   2024-07-31 [?] RSPM (R 4.4.0)
 P xfun          0.47    2024-08-17 [?] RSPM (R 4.4.0)
 P yaml          2.3.10  2024-07-26 [?] RSPM (R 4.4.0)

 [1] /home/runner/work/code-publishing/code-publishing/renv/library/linux-ubuntu-jammy/R-4.4/x86_64-pc-linux-gnu
 [2] /home/runner/.cache/R/renv/sandbox/linux-ubuntu-jammy/R-4.4/x86_64-pc-linux-gnu/22bdb599

 P ── Loaded and on-disk path mismatch.

──────────────────────────────────────────────────────────────────────────────

License and Disclaimer

If not indicated otherwise, this tutorial is licensed under CC BY 4.0. None of the discussion in this tutorial constitutes legal advice.

Any screenshots of RStudio are released under the GNU Affero General Public License v3.

Copyright (C) 2024 Posit Software, PBC

This program is free software: you can redistribute it and/or modify it under the terms of version 3 of the GNU Affero General Public License as published by the Free Software Foundation.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program.  If not, see <https://www.gnu.org/licenses/>.

Funding

This work was partly funded by the Berkeley Initiative for Transparency in the Social Sciences (BITSS), managed by the Center for Effective Global Action (CEGA).

References

Allaire, JJ, and Christophe Dervieux. 2024. quarto: R Interface to “Quarto” Markdown Publishing System. https://github.com/quarto-dev/quarto-r.

Allaire, JJ, Yihui Xie, Christophe Dervieux, Jonathan McPherson, Javier Luraschi, Kevin Ushey, Aron Atkins, et al. 2024. rmarkdown: Dynamic Documents for r. https://github.com/rstudio/rmarkdown.

Arel-Bundock, Vincent. 2024. tinytable: Simple and Configurable Tables in “HTML,” “LaTeX,” “Markdown,” “Word,” “PNG,” “PDF,” and “Typst” Formats. https://vincentarelbundock.github.io/tinytable/.

Barth, Marius. 2023. tinylabels: Lightweight Variable Labels. https://cran.r-project.org/package=tinylabels.

Francisco Rodriguez-Sanchez, and Connor P. Jackson. 2023. grateful: Facilitate Citation of r Packages. https://pakillo.github.io/grateful/.

Hester, Jim, Lionel Henry, Kirill Müller, Kevin Ushey, Hadley Wickham, and Winston Chang. 2024. withr: Run Code “With” Temporarily Modified Global State. https://withr.r-lib.org.

Makowski, Dominique, Daniel Lüdecke, Indrajeet Patil, Rémi Thériault, Mattan S. Ben-Shachar, and Brenton M. Wiernik. 2023. “Automated Results Reporting as a Practical Tool to Improve Reproducibility and Methodological Best Practices Adoption.” CRAN. https://easystats.github.io/report/.

Patil, Indrajeet, Dominique Makowski, Mattan S. Ben-Shachar, Brenton M. Wiernik, Etienne Bacher, and Daniel Lüdecke. 2022. “datawizard: An R Package for Easy Data Preparation and Statistical Transformations.” Journal of Open Source Software 7 (78): 4684. https://doi.org/10.21105/joss.04684.

Ushey, Kevin, and Hadley Wickham. 2024. renv: Project Environments. https://rstudio.github.io/renv/.

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, Winston Chang, Robert Flight, Kirill Müller, and Jim Hester. 2021. sessioninfo: R Session Information. https://github.com/r-lib/sessioninfo#readme.

Xie, Yihui. 2014. “knitr: A Comprehensive Tool for Reproducible Research in R.” In Implementing Reproducible Computational Research, edited by Victoria Stodden, Friedrich Leisch, and Roger D. Peng. Chapman; Hall/CRC.

———. 2015. Dynamic Documents with R and Knitr. 2nd ed. Boca Raton, Florida: Chapman; Hall/CRC. https://yihui.org/knitr/.

———. 2024. knitr: A General-Purpose Package for Dynamic Report Generation in r. https://yihui.org/knitr/.

Xie, Yihui, J. J. Allaire, and Garrett Grolemund. 2018. R Markdown: The Definitive Guide. Boca Raton, Florida: Chapman; Hall/CRC. https://bookdown.org/yihui/rmarkdown.

Xie, Yihui, Christophe Dervieux, and Emily Riederer. 2020. R Markdown Cookbook. Boca Raton, Florida: Chapman; Hall/CRC. https://bookdown.org/yihui/rmarkdown-cookbook.