packages.bib

@Manual{R-base,
  title = {R: A Language and Environment for Statistical Computing},
  author = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address = {Vienna, Austria},
  year = {2022},
  url = {https://www.R-project.org/},
}

@Manual{R-bookdown,
  title = {bookdown: Authoring Books and Technical Documents with R Markdown},
  author = {Yihui Xie},
  year = {2022},
  note = {R package version 0.26},
  url = {https://CRAN.R-project.org/package=bookdown},
}

@Manual{R-broom,
  title = {broom: Convert Statistical Objects into Tidy Tibbles},
  author = {David Robinson and Alex Hayes and Simon Couch},
  year = {2022},
  note = {R package version 0.8.0},
  url = {https://CRAN.R-project.org/package=broom},
}

@Manual{R-dials,
  title = {dials: Tools for Creating Tuning Parameter Values},
  author = {Max Kuhn and Hannah Frick},
  year = {2022},
  note = {R package version 0.1.1},
  url = {https://CRAN.R-project.org/package=dials},
}

@Manual{R-dplyr,
  title = {dplyr: A Grammar of Data Manipulation},
  author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller},
  year = {2022},
  note = {R package version 1.0.9},
  url = {https://CRAN.R-project.org/package=dplyr},
}

@Manual{R-forcats,
  title = {forcats: Tools for Working with Categorical Variables (Factors)},
  author = {Hadley Wickham},
  year = {2021},
  note = {R package version 0.5.1},
  url = {https://CRAN.R-project.org/package=forcats},
}

@Manual{R-ggplot2,
  title = {ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics},
  author = {Hadley Wickham and Winston Chang and Lionel Henry and Thomas Lin Pedersen and Kohske Takahashi and Claus Wilke and Kara Woo and Hiroaki Yutani and Dewey Dunnington},
  year = {2022},
  note = {R package version 3.3.6},
  url = {https://CRAN.R-project.org/package=ggplot2},
}

@Manual{R-htmltools,
  title = {htmltools: Tools for HTML},
  author = {Joe Cheng and Carson Sievert and Barret Schloerke and Winston Chang and Yihui Xie and Jeff Allen},
  year = {2021},
  note = {R package version 0.5.2},
  url = {https://github.com/rstudio/htmltools},
}

@Manual{R-infer,
  title = {infer: Tidy Statistical Inference},
  author = {Andrew Bray and Chester Ismay and Evgeni Chasnovski and Simon Couch and Ben Baumer and Mine Cetinkaya-Rundel},
  year = {2021},
  note = {R package version 1.0.0},
  url = {https://CRAN.R-project.org/package=infer},
}

@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/},
}

@Manual{R-modeldata,
  title = {modeldata: Data Sets Used Useful for Modeling Packages},
  author = {Max Kuhn},
  year = {2021},
  note = {R package version 0.1.1},
  url = {https://CRAN.R-project.org/package=modeldata},
}

@Manual{R-parsnip,
  title = {parsnip: A Common API to Modeling and Analysis Functions},
  author = {Max Kuhn and Davis Vaughan},
  year = {2022},
  note = {R package version 0.2.1},
  url = {https://CRAN.R-project.org/package=parsnip},
}

@Manual{R-purrr,
  title = {purrr: Functional Programming Tools},
  author = {Lionel Henry and Hadley Wickham},
  year = {2020},
  note = {R package version 0.3.4},
  url = {https://CRAN.R-project.org/package=purrr},
}

@Manual{R-quanteda,
  title = {quanteda: Quantitative Analysis of Textual Data},
  author = {Kenneth Benoit and Kohei Watanabe and Haiyan Wang and Paul Nulty and Adam Obeng and Stefan Müller and Akitaka Matsuo and William Lowe},
  year = {2022},
  note = {R package version 3.2.1},
  url = {https://quanteda.io},
}

@Manual{R-readr,
  title = {readr: Read Rectangular Text Data},
  author = {Hadley Wickham and Jim Hester and Jennifer Bryan},
  year = {2022},
  note = {R package version 2.1.2},
  url = {https://CRAN.R-project.org/package=readr},
}

@Manual{R-recipes,
  title = {recipes: Preprocessing and Feature Engineering Steps for Modeling},
  author = {Max Kuhn and Hadley Wickham},
  year = {2022},
  note = {R package version 0.2.0},
  url = {https://CRAN.R-project.org/package=recipes},
}

@Manual{R-rmarkdown,
  title = {rmarkdown: Dynamic Documents for R},
  author = {JJ Allaire and Yihui Xie and Jonathan McPherson and Javier Luraschi and Kevin Ushey and Aron Atkins and Hadley Wickham and Joe Cheng and Winston Chang and Richard Iannone},
  year = {2022},
  note = {R package version 2.14},
  url = {https://CRAN.R-project.org/package=rmarkdown},
}

@Manual{R-rsample,
  title = {rsample: General Resampling Infrastructure},
  author = {Julia Silge and Fanny Chow and Max Kuhn and Hadley Wickham},
  year = {2021},
  note = {R package version 0.1.1},
  url = {https://CRAN.R-project.org/package=rsample},
}

@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-stringr,
  title = {stringr: Simple, Consistent Wrappers for Common String Operations},
  author = {Hadley Wickham},
  year = {2019},
  note = {R package version 1.4.0},
  url = {https://CRAN.R-project.org/package=stringr},
}

@Manual{R-tibble,
  title = {tibble: Simple Data Frames},
  author = {Kirill Müller and Hadley Wickham},
  year = {2022},
  note = {R package version 3.1.7},
  url = {https://CRAN.R-project.org/package=tibble},
}

@Manual{R-tidymodels,
  title = {tidymodels: Easily Install and Load the Tidymodels Packages},
  author = {Max Kuhn and Hadley Wickham},
  year = {2022},
  note = {R package version 0.2.0},
  url = {https://CRAN.R-project.org/package=tidymodels},
}

@Manual{R-tidyr,
  title = {tidyr: Tidy Messy Data},
  author = {Hadley Wickham and Maximilian Girlich},
  year = {2022},
  note = {R package version 1.2.0},
  url = {https://CRAN.R-project.org/package=tidyr},
}

@Manual{R-tidyverse,
  title = {tidyverse: Easily Install and Load the Tidyverse},
  author = {Hadley Wickham},
  year = {2021},
  note = {R package version 1.3.1},
  url = {https://CRAN.R-project.org/package=tidyverse},
}

@Manual{R-tune,
  title = {tune: Tidy Tuning Tools},
  author = {Max Kuhn},
  year = {2022},
  note = {R package version 0.2.0},
  url = {https://CRAN.R-project.org/package=tune},
}

@Manual{R-workflows,
  title = {workflows: Modeling Workflows},
  author = {Davis Vaughan},
  year = {2022},
  note = {R package version 0.2.6},
  url = {https://CRAN.R-project.org/package=workflows},
}

@Manual{R-workflowsets,
  title = {workflowsets: Create a Collection of tidymodels Workflows},
  author = {Max Kuhn},
  year = {2022},
  note = {R package version 0.2.1},
  url = {https://CRAN.R-project.org/package=workflowsets},
}

@Manual{R-yardstick,
  title = {yardstick: Tidy Characterizations of Model Performance},
  author = {Max Kuhn and Davis Vaughan},
  year = {2021},
  note = {R package version 0.0.9},
  url = {https://CRAN.R-project.org/package=yardstick},
}

@Book{bookdown2016,
  title = {bookdown: Authoring Books and Technical Documents with {R} Markdown},
  author = {Yihui Xie},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2016},
  note = {ISBN 978-1138700109},
  url = {https://bookdown.org/yihui/bookdown},
}

@Book{ggplot22016,
  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},
}

@Book{knitr2015,
  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 = {https://yihui.org/knitr/},
}

@InCollection{knitr2014,
  booktitle = {Implementing Reproducible Computational Research},
  editor = {Victoria Stodden and Friedrich Leisch and Roger D. Peng},
  title = {knitr: A Comprehensive Tool for Reproducible Research in {R}},
  author = {Yihui Xie},
  publisher = {Chapman and Hall/CRC},
  year = {2014},
  note = {ISBN 978-1466561595},
  url = {http://www.crcpress.com/product/isbn/9781466561595},
}

@Article{quanteda2018,
  title = {quanteda: An R package for the quantitative analysis of textual data},
  journal = {Journal of Open Source Software},
  author = {Kenneth Benoit and Kohei Watanabe and Haiyan Wang and Paul Nulty and Adam Obeng and Stefan Müller and Akitaka Matsuo},
  doi = {10.21105/joss.00774},
  url = {https://quanteda.io},
  volume = {3},
  number = {30},
  pages = {774},
  year = {2018},
}

@Book{rmarkdown2018,
  title = {R Markdown: The Definitive Guide},
  author = {Yihui Xie and J.J. Allaire and Garrett Grolemund},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2018},
  note = {ISBN 9781138359338},
  url = {https://bookdown.org/yihui/rmarkdown},
}

@Book{rmarkdown2020,
  title = {R Markdown Cookbook},
  author = {Yihui Xie and Christophe Dervieux and Emily Riederer},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2020},
  note = {ISBN 9780367563837},
  url = {https://bookdown.org/yihui/rmarkdown-cookbook},
}

@Manual{tidymodels2020,
  title = {Tidymodels: a collection of packages for modeling and machine learning using tidyverse principles.},
  author = {Max Kuhn and Hadley Wickham},
  url = {https://www.tidymodels.org},
  year = {2020},
}

@Article{tidyverse2019,
  title = {Welcome to the {tidyverse}},
  author = {Hadley Wickham and Mara Averick and Jennifer Bryan and Winston Chang and Lucy D'Agostino McGowan and Romain François and Garrett Grolemund and Alex Hayes and Lionel Henry and Jim Hester and Max Kuhn and Thomas Lin Pedersen and Evan Miller and Stephan Milton Bache and Kirill Müller and Jeroen Ooms and David Robinson and Dana Paige Seidel and Vitalie Spinu and Kohske Takahashi and Davis Vaughan and Claus Wilke and Kara Woo and Hiroaki Yutani},
  year = {2019},
  journal = {Journal of Open Source Software},
  volume = {4},
  number = {43},
  pages = {1686},
  doi = {10.21105/joss.01686},
}