packages.bib

@Manual{tidymodels,
    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{tidyverse,
    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},
  }
@Manual{xgboost_package,
    title = {xgboost: Extreme Gradient Boosting},
    author = {Tianqi Chen and Tong He and Michael Benesty and Vadim Khotilovich and Yuan Tang and Hyunsu Cho and Kailong Chen and Rory Mitchell and Ignacio Cano and Tianyi Zhou and Mu Li and Junyuan Xie and Min Lin and Yifeng Geng and Yutian Li},
    year = {2021},
    note = {R package version 1.3.2.1},
    url = {https://CRAN.R-project.org/package=xgboost},
  }
@Article{ranger_package,
    title = {{ranger}: A Fast Implementation of Random Forests for High Dimensional Data in {C++} and {R}},
    author = {Marvin N. Wright and Andreas Ziegler},
    journal = {Journal of Statistical Software},
    year = {2017},
    volume = {77},
    number = {1},
    pages = {1--17},
    doi = {10.18637/jss.v077.i01},
  }
@Manual{doParallel_package,
    title = {doParallel: Foreach Parallel Adaptor for the 'parallel' Package},
    author = {Microsoft Corporation and Steve Weston},
    year = {2019},
    note = {R package version 1.0.15},
    url = {https://CRAN.R-project.org/package=doParallel},
  }
@Manual{kableextra_package,
    title = {kableExtra: Construct Complex Table with 'kable' and Pipe Syntax},
    author = {Hao Zhu},
    year = {2021},
    note = {R package version 1.3.2},
    url = {https://CRAN.R-project.org/package=kableExtra},
  }
  
@Manual{viridisLite,
    title = {viridisLite: Default Color Maps from 'matplotlib' (Lite Version)},
    author = {Simon Garnier},
    year = {2018},
    note = {R package version 0.3.0},
    url = {https://CRAN.R-project.org/package=viridisLite},
  }
  
@Manual{viridis,
    title = {viridis: Default Color Maps from 'matplotlib'},
    author = {Simon Garnier},
    year = {2018},
    note = {R package version 0.5.1},
    url = {https://CRAN.R-project.org/package=viridis},
  }
  
@Manual{patchwork,
    title = {patchwork: The Composer of Plots},
    author = {Thomas Lin Pedersen},
    year = {2020},
    note = {R package version 1.1.1},
    url = {https://CRAN.R-project.org/package=patchwork},
  }
  
@Manual{ggtext,
    title = {ggtext: Improved Text Rendering Support for 'ggplot2'},
    author = {Claus O. Wilke},
    year = {2020},
    note = {R package version 0.1.1},
    url = {https://CRAN.R-project.org/package=ggtext},
  }
@Manual{latexplots,
    title = {latex2exp: Use LaTeX Expressions in Plots},
    author = {Stefano Meschiari},
    year = {2021},
    note = {R package version 0.5.0},
    url = {https://CRAN.R-project.org/package=latex2exp},
  }

@Article{visdat,
    title = {visdat: Visualising Whole Data Frames},
    author = {Nicholas Tierney},
    doi = {10.21105/joss.00355},
    url = {http://dx.doi.org/10.21105/joss.00355},
    year = {2017},
    publisher = {Journal of Open Source Software},
    volume = {2},
    number = {16},
    pages = {355},
    journal = {JOSS},
  }
  
@Article{lubridate,
    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/},
  }
  
@Book{plotly,
    author = {Carson Sievert},
    title = {Interactive Web-Based Data Visualization with R, plotly, and shiny},
    publisher = {Chapman and Hall/CRC},
    year = {2020},
    isbn = {9781138331457},
    url = {https://plotly-r.com},
  }

 @Manual{ggally,
    title = {GGally: Extension to 'ggplot2'},
    author = {Barret Schloerke and Di Cook and Joseph Larmarange and Francois Briatte and Moritz Marbach and Edwin Thoen and Amos Elberg and Jason Crowley},
    year = {2021},
    note = {R package version 2.1.1},
    url = {https://CRAN.R-project.org/package=GGally},
  }

@Article{vipPack,
    title = {Variable Importance Plots—An Introduction to the vip Package},
    author = {Brandon M. Greenwell and Bradley C. Boehmke},
    journal = {The R Journal},
    year = {2020},
    volume = {12},
    number = {1},
    pages = {343--366},
    url = {https://doi.org/10.32614/RJ-2020-013},
  }