@Book{JamesEtAl:2021,
  title = "An Introduction to Statistical Learning with Applications in {R}",
  author = "Gareth James and Daniela Witten and Trevor Hastie  and Robert Tibshirani",
  edition = "Second edition",
  publisher = "Springer",
  address = "New York",
  year = "2021"
}

@Book{Harrell:2015,
  author = "Harrell, Jr., Frank",
  title = "Regression Modeling Strategies",
  edition = "Second edition",
  publisher = "Springer",
  address = "New York",
  year = "2015"
}

@Article{Burman:1989,
  author = "Prabir Burman",
  title = "A Comparative Study of Ordinary Cross-Validation, v-Fold Cross-Validation and the Repeated Learning-Testing Methods",
  journal = "Biometrika",
  volume = "76",
  year = "1989",
  pages = "503--14"
}

@Book{FoxWeisberg:2019,
  title = {An {R} Companion to Applied Regression},
  edition = {Third edition},
  author = {John Fox and Sanford Weisberg},
  year = {2019},
  publisher = {Sage},
  address = {Thousand Oaks {CA}}
}

@Book{DavisonHinkley1997,
  title = {Bootstrap Methods and Their Applications},
  author = {A. C. Davison and D. V. Hinkley},
  publisher = {Cambridge University Press},
  address = {Cambridge},
  year = {1997},
}

@Manual{CantyRipley2022,
  title = {boot: Bootstrap {R} ({S}-Plus) Functions},
  author = {Angelo Canty and B. D. Ripley},
  year = {2022},
  note = {R package version 1.3-28.1},
}

@Manual{Mersmann:2023,
  title = {microbenchmark: Accurate Timing Functions},
  author = {Olaf Mersmann},
  year = {2023},
  note = {R package version 1.4.10},
  url = {https://CRAN.R-project.org/package=microbenchmark},
}

@Book{HastieTibshiraniFriedman:2009,
  title = "The Elements of Statistical Learning: Data Mining, Inference, and Prediction",
  author = "Trevor Hastie and Robert Tibshirani and Jerome Friedman",
  edition = "Second edition",
  year = "2009",
  publisher = "Springer",
  address = "New York",
  url = "https://hastie.su.domains/ElemStatLearn/printings/ESLII_print12_toc.pdf"
}

@Book{VenablesRipley:2002,
  title = {Modern Applied Statistics with {S}},
  author = {W. N. Venables and B. D. Ripley},
  publisher = {Springer},
  edition = {Fourth edition},
  address = {New York},
  year = {2002},
}

@misc{Wikipedia-Woodbury:2023,
  author = {{"Woodbury matrix identity"}},
  title = "Woodbury matrix identity---{W}ikipedia{,} The Free Encyclopedia",
  year = "2023",
  url = "https://en.wikipedia.org/wiki/Woodbury_matrix_identity",
  note = "[Online; accessed 15-August-2023]"
}

@Book{Fox:2016,
  title = {Applied Regression Analysis and Generalized Linear Models},
  edition = {Second edition},
  author = {John Fox},
  publisher = {Sage},
  address = {Thousand Oaks {CA}},
  year = {2016}
  }

@Book{RaudenbushBryk:2002,
  author = {S. W. Raudenbush and A. S. Bryk},
  title  = {Hierarchical Linear Models: Applications and data analysis methods},
  edition = {Second edition},
  publisher = {Sage},
  address = {Thousand Oaks {CA}},
  year = {2002}
  }

@Manual{WickhamEtAl:2023,
    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 1.1.2},
    url = {https://CRAN.R-project.org/package=dplyr},
  }

@Article{BatesEtAl:2015,
    title = {Fitting Linear Mixed-Effects Models Using {lme4}},
    author = {Douglas Bates and Martin M{\"a}chler and Ben Bolker and Steve Walker},
    journal = {Journal of Statistical Software},
    year = {2015},
    volume = {67},
    number = {1},
    pages = {1--48},
  }

@Book{PinheiroBates:2000,
    title = {Mixed-Effects Models in {S} and {S-PLUS}},
    author = {Jos'{e} C. Pinheiro and Douglas M. Bates},
    year = {2000},
    publisher = {Springer},
    address = {New York},
  }

@misc{Wikipedia-ROC:2023,
  author = {{"Receiver operating characteristic"}},
  title = "Receiver operating characteristic---{W}ikipedia{,} The Free Encyclopedia",
  year = "2023",
  url = "https://en.wikipedia.org/wiki/Receiver_operating_characteristic",
  note = "[Online; accessed 25-August-2023]"
}

@Manual{HamnerFrasco:2018,
    title = {Metrics: Evaluation Metrics for Machine Learning},
    author = {Ben Hamner and Michael Frasco},
    year = {2018},
    note = {{R} package version 0.1.4},
    url = {https://CRAN.R-project.org/package=Metrics},
  }

@Article{LudeckeWaggonerMakowski:2019,
    title = {{insight}: A Unified Interface to Access Information from Model Objects in {R}.},
    volume = {4},
    number = {38},
    journal = {Journal of Open Source Software},
    author = {Daniel Lüdecke and Philip Waggoner and Dominique Makowski},
    year = {2019},
    pages = {1412}
  }

@Book{Weisberg:2014,
  title={Applied Linear Regression},
  author={Sanford Weisberg},
  edition={Second edition},
  publisher={Wiley},
  address={Hoboken {NJ}},
  year={2014}
  }

@Article{BoxCox:1964,
  title = {An analysis of transformations},
  author = {George E. P. Box and David R Cox},
  journal = {Journal of the Royal Statistical Society, Series {B}},
  volume = {26},
  pages = {211--252},
  year = {1964}
  }

@Manual{LumleyMiller:2020,
    title = {{leaps}: Regression Subset Selection},
    author = {Thomas Lumley and Alan Miller},
    year = {2020},
    note = {R package version 3.1},
    url = {https://CRAN.R-project.org/package=leaps},
  }

@Book{Sarkar:2008,
  title = {Lattice: Multivariate Data Visualization with {R}},
  author = {Deepayan Sarkar},
  year = {2008},
  publisher = {Springer},
  address = {New York},
  isbn = {978-0-387-75968-5},
  url = {http://lmdvr.r-forge.r-project.org},
}

@Manual{SarkarAndrews:2022,
  title = {{latticeExtra}: Extra Graphical Utilities Based on {lattice}},
  author = {Deepayan Sarkar and Felix Andrews},
  year = {2022},
  note = {R package version 0.6-30},
  url = {https://CRAN.R-project.org/package=latticeExtra},
}
