32 References

Barrett, Malcolm. 2021. Ggdag: Analyze and Create Elegant Directed Acyclic Graphs. https://github.com/malcolmbarrett/ggdag.
Bürkner, Paul-Christian, Jonah Gabry, Matthew Kay, and Aki Vehtari. 2021. Posterior: Tools for Working with Posterior Distributions.
Canty, Angelo, and Brian Ripley. 2021. Boot: Bootstrap Functions (Originally by Angelo Canty for s). https://CRAN.R-project.org/package=boot.
Davison, A. C., and D. V. Hinkley. 1997. Bootstrap Methods and Their Applications. Cambridge: Cambridge University Press. http://statwww.epfl.ch/davison/BMA/.
Dowle, Matt, and Arun Srinivasan. 2021. Data.table: Extension of ‘Data.frame‘. https://CRAN.R-project.org/package=data.table.
Gabry, Jonah, and Rok Češnovar. 2021. Cmdstanr: R Interface to CmdStan.
Gabry, Jonah, and Tristan Mahr. 2021. Bayesplot: Plotting for Bayesian Models. https://mc-stan.org/bayesplot/.
Gabry, Jonah, Daniel Simpson, Aki Vehtari, Michael Betancourt, and Andrew Gelman. 2019. “Visualization in Bayesian Workflow.” J. R. Stat. Soc. A 182: 389–402. https://doi.org/10.1111/rssa.12378.
Goodrich, Ben, Andrew Gelman, Bob Carpenter, Matt Hoffman, Daniel Lee, Michael Betancourt, Marcus Brubaker, et al. 2020. StanHeaders: C++ Header Files for Stan. https://mc-stan.org/.
Guo, Jiqiang, Jonah Gabry, Ben Goodrich, and Sebastian Weber. 2020. Rstan: R Interface to Stan. https://CRAN.R-project.org/package=rstan.
Kay, Matthew. 2021. Tidybayes: Tidy Data and Geoms for Bayesian Models.
Landau, William Michael. 2021a. Stantargets: Targets for Stan Workflows.
———. 2021b. Tarchetypes: Archetypes for Targets.
———. 2021c. Tarchetypes: Archetypes for Targets.
———. 2021d. Targets: Dynamic Function-Oriented Make-Like Declarative Workflows. https://CRAN.R-project.org/package=targets.
———. 2021e. “The Stantargets R Package: A Workflow Framework for Efficient Reproducible Stan-Powered Bayesian Data Analysis Pipelines.” Journal of Open Source Software 6 (60): 3193. https://doi.org/10.21105/joss.03193.
———. 2021f. “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.
McElreath, Richard. 2020. Rethinking: Statistical Rethinking Book Package.
Müller, Kirill. 2020. Rprojroot: Finding Files in Project Subdirectories. https://CRAN.R-project.org/package=rprojroot.
Pedersen, Thomas Lin. 2020. Patchwork: The Composer of Plots. https://CRAN.R-project.org/package=patchwork.
R Core Team. 2021. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.
Textor, Johannes, Benito van der Zander, and Ankur Ankan. 2021. Dagitty: Graphical Analysis of Structural Causal Models.
Textor, Johannes, Benito van der Zander, Mark S Gilthorpe, Maciej Liśkiewicz, and George TH Ellison. 2016. “Robust Causal Inference Using Directed Acyclic Graphs: The r Package ’Dagitty’.” International Journal of Epidemiology 45 (6): 1887–94. https://doi.org/10.1093/ije/dyw341.
Vehtari, Aki, Jonah Gabry, Mans Magnusson, Yuling Yao, Paul-Christian Bürkner, Topi Paananen, and Andrew Gelman. 2020. Loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models.
Vehtari, Aki, Andrew Gelman, and Jonah Gabry. 2017. “Practical Bayesian Model Evaluation Using Leave-One-Out Cross-Validation and WAIC.” Statistics and Computing 27: 1413–32. https://doi.org/10.1007/s11222-016-9696-4.
Vehtari, Aki, Andrew Gelman, Daniel Simpson, Bob Carpenter, and Paul-Christian Bürkner. 2020. “Rank-Normalization, Folding, and Localization: An Improved Rhat for Assessing Convergence of MCMC.” Bayesian Analysis.
Wickham, Hadley. 2016. Ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York. https://ggplot2.tidyverse.org.
———. 2019. Conflicted: An Alternative Conflict Resolution Strategy. https://github.com/r-lib/conflicted.
Wickham, Hadley, Winston Chang, Lionel Henry, Thomas Lin Pedersen, Kohske Takahashi, Claus Wilke, Kara Woo, Hiroaki Yutani, and Dewey Dunnington. 2021. Ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics. https://CRAN.R-project.org/package=ggplot2.
Xie, Yihui. 2016. Bookdown: Authoring Books and Technical Documents with R Markdown. Boca Raton, Florida: Chapman; Hall/CRC. https://bookdown.org/yihui/bookdown.
———. 2021. Bookdown: Authoring Books and Technical Documents with r Markdown.
Yao, Yuling, Aki Vehtari, Daniel Simpson, and Andrew Gelman. 2017. “Using Stacking to Average Bayesian Predictive Distributions.” Bayesian Analysis. https://doi.org/10.1214/17-BA1091.