@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 = {2024},
  url = {https://www.R-project.org/},
}

@Manual{R-broom,
  title = {broom: Convert Statistical Objects into Tidy Tibbles},
  author = {David Robinson and Alex Hayes and Simon Couch},
  year = {2024},
  note = {R package version 1.0.7},
  url = {https://broom.tidymodels.org/},
}

@Manual{R-conflicted,
  title = {conflicted: An Alternative Conflict Resolution Strategy},
  author = {Hadley Wickham},
  year = {2023},
  note = {R package version 1.2.0},
  url = {https://conflicted.r-lib.org/},
}

@Manual{R-dials,
  title = {dials: Tools for Creating Tuning Parameter Values},
  author = {Max Kuhn and Hannah Frick},
  year = {2024},
  note = {R package version 1.3.0},
  url = {https://dials.tidymodels.org},
}

@Manual{R-dplyr,
  title = {dplyr: A Grammar of Data Manipulation},
  author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller and Davis Vaughan},
  year = {2023},
  note = {R package version 1.1.4},
  url = {https://dplyr.tidyverse.org},
}

@Manual{R-forcats,
  title = {forcats: Tools for Working with Categorical Variables (Factors)},
  author = {Hadley Wickham},
  year = {2023},
  note = {R package version 1.0.0},
  url = {https://forcats.tidyverse.org/},
}

@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 and Teun {van den Brand}},
  year = {2024},
  note = {R package version 3.5.1},
  url = {https://ggplot2.tidyverse.org},
}

@Manual{R-glue,
  title = {glue: Interpreted String Literals},
  author = {Jim Hester and Jennifer Bryan},
  year = {2024},
  note = {R package version 1.8.0},
  url = {https://glue.tidyverse.org/},
}

@Manual{R-gtsummary,
  title = {gtsummary: Presentation-Ready Data Summary and Analytic Result Tables},
  author = {Daniel D. Sjoberg and Joseph Larmarange and Michael Curry and Jessica Lavery and Karissa Whiting and Emily C. Zabor},
  year = {2024},
  note = {R package version 2.0.3},
  url = {https://github.com/ddsjoberg/gtsummary},
}

@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 = {2024},
  note = {R package version 1.0.7},
  url = {https://github.com/tidymodels/infer},
}

@Manual{R-lubridate,
  title = {lubridate: Make Dealing with Dates a Little Easier},
  author = {Vitalie Spinu and Garrett Grolemund and Hadley Wickham},
  year = {2023},
  note = {R package version 1.9.3},
  url = {https://lubridate.tidyverse.org},
}

@Manual{R-modeldata,
  title = {modeldata: Data Sets Useful for Modeling Examples},
  author = {Max Kuhn},
  year = {2024},
  note = {R package version 1.4.0},
  url = {https://modeldata.tidymodels.org},
}

@Manual{R-parsnip,
  title = {parsnip: A Common API to Modeling and Analysis Functions},
  author = {Max Kuhn and Davis Vaughan},
  year = {2024},
  note = {R package version 1.2.1},
  url = {https://github.com/tidymodels/parsnip},
}

@Manual{R-purrr,
  title = {purrr: Functional Programming Tools},
  author = {Hadley Wickham and Lionel Henry},
  year = {2023},
  note = {R package version 1.0.2},
  url = {https://purrr.tidyverse.org/},
}

@Manual{R-readr,
  title = {readr: Read Rectangular Text Data},
  author = {Hadley Wickham and Jim Hester and Jennifer Bryan},
  year = {2024},
  note = {R package version 2.1.5},
  url = {https://readr.tidyverse.org},
}

@Manual{R-recipes,
  title = {recipes: Preprocessing and Feature Engineering Steps for Modeling},
  author = {Max Kuhn and Hadley Wickham and Emil Hvitfeldt},
  year = {2024},
  note = {R package version 1.1.0},
  url = {https://github.com/tidymodels/recipes},
}

@Manual{R-rio,
  title = {rio: A Swiss-Army Knife for Data I/O},
  author = {Jason Becker and Chung-hong Chan and David Schoch and Thomas J. Leeper},
  year = {2024},
  note = {R package version 1.2.3},
  url = {https://gesistsa.github.io/rio/},
}

@Manual{R-rsample,
  title = {rsample: General Resampling Infrastructure},
  author = {Hannah Frick and Fanny Chow and Max Kuhn and Michael Mahoney and Julia Silge and Hadley Wickham},
  year = {2024},
  note = {R package version 1.2.1},
  url = {https://rsample.tidymodels.org},
}

@Manual{R-rUM,
  title = {rUM: R Templates from the University of Miami},
  author = {Raymond Balise and Gabriel Odom and Kyle Grealis and Francisco Cardozo},
  year = {2024},
  note = {R package version 2.0.0.9000},
  url = {https://raymondbalise.github.io/rUM/},
}

@Manual{R-scales,
  title = {scales: Scale Functions for Visualization},
  author = {Hadley Wickham and Thomas Lin Pedersen and Dana Seidel},
  year = {2023},
  note = {R package version 1.3.0},
  url = {https://scales.r-lib.org},
}

@Manual{R-stringr,
  title = {stringr: Simple, Consistent Wrappers for Common String Operations},
  author = {Hadley Wickham},
  year = {2023},
  note = {R package version 1.5.1},
  url = {https://stringr.tidyverse.org},
}

@Manual{R-tibble,
  title = {tibble: Simple Data Frames},
  author = {Kirill Müller and Hadley Wickham},
  year = {2023},
  note = {R package version 3.2.1},
  url = {https://tibble.tidyverse.org/},
}

@Manual{R-tidymodels,
  title = {tidymodels: Easily Install and Load the Tidymodels Packages},
  author = {Max Kuhn and Hadley Wickham},
  year = {2024},
  note = {R package version 1.2.0},
  url = {https://tidymodels.tidymodels.org},
}

@Manual{R-tidyr,
  title = {tidyr: Tidy Messy Data},
  author = {Hadley Wickham and Davis Vaughan and Maximilian Girlich},
  year = {2024},
  note = {R package version 1.3.1},
  url = {https://tidyr.tidyverse.org},
}

@Manual{R-tidyverse,
  title = {tidyverse: Easily Install and Load the Tidyverse},
  author = {Hadley Wickham},
  year = {2023},
  note = {R package version 2.0.0},
  url = {https://tidyverse.tidyverse.org},
}

@Manual{R-tune,
  title = {tune: Tidy Tuning Tools},
  author = {Max Kuhn},
  year = {2024},
  note = {R package version 1.2.1},
  url = {https://tune.tidymodels.org/},
}

@Manual{R-workflows,
  title = {workflows: Modeling Workflows},
  author = {Davis Vaughan and Simon Couch},
  year = {2024},
  note = {R package version 1.1.4},
  url = {https://github.com/tidymodels/workflows},
}

@Manual{R-workflowsets,
  title = {workflowsets: Create a Collection of tidymodels Workflows},
  author = {Max Kuhn and Simon Couch},
  year = {2024},
  note = {R package version 1.1.0},
  url = {https://github.com/tidymodels/workflowsets},
}

@Manual{R-yardstick,
  title = {yardstick: Tidy Characterizations of Model Performance},
  author = {Max Kuhn and Davis Vaughan and Emil Hvitfeldt},
  year = {2024},
  note = {R package version 1.3.1},
  url = {https://github.com/tidymodels/yardstick},
}

@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},
}

@Article{gtsummary,
  author = {Daniel D. Sjoberg and Karissa Whiting and Michael Curry and Jessica A. Lavery and Joseph Larmarange},
  title = {Reproducible Summary Tables with the gtsummary Package},
  journal = {{The R Journal}},
  year = {2021},
  url = {https://doi.org/10.32614/RJ-2021-053},
  doi = {10.32614/RJ-2021-053},
  volume = {13},
  issue = {1},
  pages = {570-580},
}

@Article{infer2021,
  title = {{infer}: An {R} package for tidyverse-friendly statistical inference},
  author = {Simon P. Couch and Andrew P. Bray and Chester Ismay and Evgeni Chasnovski and Benjamin S. Baumer and Mine Çetinkaya-Rundel},
  journal = {Journal of Open Source Software},
  year = {2021},
  volume = {6},
  number = {65},
  pages = {3661},
  doi = {10.21105/joss.03661},
}

@Article{lubridate2011,
  title = {Dates and Times Made Easy with {lubridate}},
  author = {Garrett Grolemund and Hadley Wickham},
  journal = {Journal of Statistical Software},
  year = {2011},
  volume = {40},
  number = {3},
  pages = {1--25},
  url = {https://www.jstatsoft.org/v40/i03/},
}

@Manual{rio2023,
  title = {rio: A Swiss-army knife for data file I/O},
  author = {Chung-hong Chan and Thomas J. Leeper and Jason Becker and David Schoch},
  url = {https://cran.r-project.org/package=rio},
  year = {2023},
}

@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},
}

