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@article{knuth84,
author = {Knuth, Donald E.},
title = {Literate Programming},
year = {1984},
issue_date = {May 1984},
publisher = {Oxford University Press, Inc.},
address = {USA},
volume = {27},
number = {2},
issn = {0010-4620},
url = {https://doi.org/10.1093/comjnl/27.2.97},
doi = {10.1093/comjnl/27.2.97},
journal = {Comput. J.},
month = may,
pages = {97–111},
numpages = {15}
}
@Book{xie2015,
title = {Dynamic Documents with {R} and knitr},
author = {Yihui Xie},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2015},
edition = {2nd},
note = {ISBN 978-1498716963},
url = {http://yihui.org/knitr/},
}
@Book{elreath2016,
title = {Statistical Rethinking},
subtitle = {A Bayesian Course with Examples in {R} and Stan},
author = {Richard McElreath},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2016},
edition = {1st},
note = {ISBN 978-1-4822-5344-3},
url = {http://www.taylorandfrancis.com},
}
@Book{elreath2020,
title = {Statistical Rethinking},
subtitle = {A Bayesian Course with Examples in {R} and Stan},
author = {Richard McElreath},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2020},
edition = {2nd},
note = {ISBN 978-0-367-13991-9},
url = {http://www.taylorandfrancis.com},
}
@Book{gomez2020,
title = {Bayesian Inference with INLA},
author = {Virgilio Gomez-Rubio},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2020},
edition = {1st},
note = {ISBN 978-1-1380-3987-2},
url = {http://www.taylorandfrancis.com},
}
@Book{wang2018,
title = {Bayesian Regression Modeling with INLA},
author = {Xiaofeng Wang, Yu Ryan Yue, Julian J. Faraway},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2018},
edition = {1st},
note = {ISBN 978-1-4987-2725-9},
url = {http://www.taylorandfrancis.com},
}
@Book{kurtz2020a,
title = {Statistical Rethinking with brms},
author = {Solomon Kurz},
year = {2019},
edition = {1st},
url = {https://bookdown.org/content/3890/}
}
@Book{kurtz2020b,
title = {Statistical Rethinking with brms},
author = {Solomon Kurz},
year = {2020},
edition = {2nd},
url = {https://bookdown.org/content/4857/}
}
@Manual{R-rethinking,
title = {rethinking: Statistical Rethinking book package},
author = {Richard McElreath},
year = {2020},
note = {R package version 2.13},
}
@Book{moraga2019,
title = {Geospatial Health Data: Modeling and Visualization using R-INLA
and Shiny},
author = {Paula Moraga},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2019},
url = {https://www.paulamoraga.com/book-geospatial}
}
@Book{pearl2016,
title = {Causal Inference in Statistics - A primer},
author = {Judea Pearl, Madelyn Glymour, Nicholas P. Jewell},
publisher = {John Wiley & Sons Ltd},
address = {Chichester, West Sussex, United Kingdom},
year = {2016},
url = {https://www.wiley.com}
}
@Book{brumback2022,
title = {Fundamentals of Causal Inference with R},
author = {Babette A. Brumback},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2022},
url = {https://www.crcpress.com}
}
@Manual{R-rethinking,
title = {rethinking: Statistical Rethinking book package},
author = {Richard McElreath},
year = {2020},
note = {R package version 2.13},
}
@Manual{R-brms,
title = {brms: Bayesian Regression Models using Stan},
author = {Paul-Christian Bürkner},
year = {2021},
note = {R package version 2.15.0},
url = {https://CRAN.R-project.org/package=brms},
}
@Manual{R-bayesplot,
title = {bayesplot: Plotting for Bayesian Models},
author = {Jonah Gabry and Tristan Mahr},
year = {2021},
note = {R package version 1.8.0},
url = {https://mc-stan.org/bayesplot/},
}
@Manual{R-bayestestR,
title = {bayestestR: Understand and Describe Bayesian Models and Posterior
Distributions},
author = {Dominique Makowski and Daniel Lüdecke and Mattan S. Ben-Shachar and
Indrajeet Patil and Michael D. Wilson},
year = {2021},
note = {R package version 0.9.0},
url = {https://easystats.github.io/bayestestR/},
}
@Manual{R-tidybayes,
title = {tidybayes: Tidy Data and Geoms for Bayesian Models},
author = {Matthew Kay},
year = {2020},
note = {R package version 2.3.1},
url = {https://CRAN.R-project.org/package=tidybayes},
}
@Manual{R-paletteer,
title = {paletteer: Comprehensive Collection of Color Palettes},
author = {See AUTHORS file.},
year = {2021},
note = {R package version 1.3.0},
url = {https://github.com/EmilHvitfeldt/paletteer},
}
@Manual{R-posterior,
title = {posterior: Tools for Working with Posterior
Distributions},
author = {Paul-Christian Bürkner and Jonah Gabry and
Matthew Kay and Aki Vehtari},
year = {2021},
note = {R package version 1.1.0},
url = {https://CRAN.R-project.org/package=posterior},
}
@Article{posterior2020,
title = {Rank-normalization, folding, and localization: An
improved Rhat for assessing convergence of MCMC},
author = {Aki Vehtari and Andrew Gelman and Daniel Simpson
and Bob Carpenter and Paul-Christian Bürkner},
year = {2020},
journal = {Bayesian Analysis},
}
@Manual{R-simstudy,
title = {simstudy: Simulation of Study Data},
author = {Keith Goldfeld and Jacob Wujciak-Jens},
year = {2020},
note = {R package version 0.2.1},
url = {https://CRAN.R-project.org/package=simstudy},
}
@Manual{R-ggdist,
title = {{ggdist}: Visualizations of Distributions and Uncertainty},
author = {Matthew Kay},
year = {2022},
note = {R package version 3.2.0},
url = {https://mjskay.github.io/ggdist/},
doi = {10.5281/zenodo.3879620},
}
@Manual{R-distributional,
title = {distributional: Vectorised Probability Distributions},
author = {Mitchell O'Hara-Wild and Matthew Kay and Alex Hayes},
year = {2022},
note = {R package version 0.3.1},
url = {https://CRAN.R-project.org/package=distributional},
}
@Manual{R-extraDistr,
title = {extraDistr: Additional Univariate and Multivariate Distributions},
author = {Tymoteusz Wolodzko},
year = {2020},
note = {R package version 1.9.1},
url = {https://CRAN.R-project.org/package=extraDistr},
}
@Book{R-ggplot2,
author = {Hadley Wickham},
title = {ggplot2: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag New York},
year = {2016},
isbn = {978-3-319-24277-4},
url = {https://ggplot2.tidyverse.org},
}
@Manual{R-scales,
title = {scales: Scale Functions for Visualization},
author = {Hadley Wickham and Dana Seidel},
year = {2022},
note = {R package version 1.2.0},
url = {https://CRAN.R-project.org/package=scales},
}
@Manual{R-paletteer,
title = {paletteer: Comprehensive Collection of Color Palettes},
author = {Emil Hvitfeldt},
year = {2021},
note = {R package version 1.3.0},
url = {https://github.com/EmilHvitfeldt/paletteer},
}
@Manual{R-loo,
title = {loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian
Models},
author = {Aki Vehtari and Jonah Gabry and Mans Magnusson and Yuling Yao and
Paul-Christian Bürkner and Topi Paananen and Andrew Gelman},
year = {2022},
note = {R package version 2.5.1},
url = {https://CRAN.R-project.org/package=loo},
}
@Manual{R-knitr,
title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
author = {Yihui Xie},
year = {2022},
note = {R package version 1.39},
url = {https://yihui.org/knitr/},
}
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@Manual{R-xfun,
title = {xfun: Supporting Functions for Packages Maintained by Yihui Xie},
author = {Yihui Xie},
year = {2022},
note = {R package version 0.32},
url = {https://github.com/yihui/xfun},
}