packages.bib

@Article{lme42015,
  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},
  doi = {10.18637/jss.v067.i01},
}

@Manual{R-lme4,
  title = {lme4: Linear Mixed-Effects Models using Eigen and S4},
  author = {Douglas Bates and Martin Maechler and Ben Bolker and Steven Walker},
  year = {2023},
  note = {R package version 1.1-35.1},
  url = {https://github.com/lme4/lme4/},
}

@Manual{R-randomNames,
  title = {randomNames: Generate Random Given and Surnames},
  author = {Damian W. Betebenner},
  year = {2021},
  note = {R package version 1.5-0.0, 
https://github.com/CenterForAssessment/randomNames},
  url = {https://CenterForAssessment.github.io/randomNames},
}

@Manual{R-dummies,
  title = {dummies: Create dummy/indicator variables flexibly and efficiently},
  author = {Christopher Brown},
  year = {2012},
  note = {R package version 1.5.6},
  url = {http://www.decisionpatterns.com},
}

@Manual{R-tidylog,
  title = {tidylog: Logging for dplyr and tidyr Functions},
  author = {Benjamin Elbers},
  year = {2020},
  note = {R package version 1.0.2},
  url = {https://github.com/elbersb/tidylog/},
}

@Manual{R-dataedu,
  title = {dataedu: Package for Data Science in Education Using R},
  author = {Ryan Estrellado and Emily Bovee and Jesse Mostipak and Joshua Rosenberg and Isabella Vel{\a'a}squez},
  year = {2024},
  note = {R package version 0.1.0},
  url = {https://github.com/data-edu/dataedu},
}

@Manual{R-janitor,
  title = {janitor: Simple Tools for Examining and Cleaning Dirty Data},
  author = {Sam Firke},
  year = {2023},
  note = {R package version 2.2.0, 
https://sfirke.github.io/janitor/},
  url = {https://github.com/sfirke/janitor},
}

@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{R-textdata,
  title = {textdata: Download and Load Various Text Datasets},
  author = {Emil Hvitfeldt},
  year = {2022},
  note = {R package version 0.4.4},
  url = {https://github.com/EmilHvitfeldt/textdata},
}

@Manual{R-rtweet,
  title = {rtweet: Collecting Twitter Data},
  author = {Michael W. Kearney and Llu{\a'\i}s {Revilla Sancho} and Hadley Wickham},
  year = {2023},
  note = {R package version 1.2.1, 
https://github.com/ropensci/rtweet/},
  url = {https://docs.ropensci.org/rtweet/},
}

@Manual{R-caret,
  title = {caret: Classification and Regression Training},
  author = {Max Kuhn},
  year = {2023},
  note = {R package version 6.0-94},
  url = {https://github.com/topepo/caret/},
}

@Article{caret2008,
  title = {Building Predictive Models in R Using the caret Package},
  volume = {28},
  url = {https://www.jstatsoft.org/index.php/jss/article/view/v028i05},
  doi = {10.18637/jss.v028.i05},
  number = {5},
  journal = {Journal of Statistical Software},
  author = {{Kuhn} and {Max}},
  year = {2008},
  pages = {1–26},
}

@Manual{R-sjPlot,
  title = {sjPlot: Data Visualization for Statistics in Social Science},
  author = {Daniel L{\"u}decke},
  year = {2023},
  note = {R package version 2.8.15},
  url = {https://strengejacke.github.io/sjPlot/},
}

@Article{performance2021,
  title = {{performance}: An {R} Package for Assessment, Comparison and Testing of Statistical Models},
  author = {Daniel L{\"u}decke and Mattan S. Ben-Shachar and Indrajeet Patil and Philip Waggoner and Dominique Makowski},
  year = {2021},
  journal = {Journal of Open Source Software},
  volume = {6},
  number = {60},
  pages = {3139},
  doi = {10.21105/joss.03139},
}

@Manual{R-performance,
  title = {performance: Assessment of Regression Models Performance},
  author = {Daniel L{\"u}decke and Dominique Makowski and Mattan S. Ben-Shachar and Indrajeet Patil and Philip Waggoner and Brenton M. Wiernik},
  year = {2023},
  note = {R package version 0.10.8},
  url = {https://easystats.github.io/performance/},
}

@Manual{R-here,
  title = {here: A Simpler Way to Find Your Files},
  author = {Kirill M{\"u}ller},
  year = {2020},
  note = {R package version 1.0.1},
  url = {https://here.r-lib.org/},
}

@Manual{R-ggraph,
  title = {ggraph: An Implementation of Grammar of Graphics for Graphs and Networks},
  author = {Thomas Lin Pedersen},
  year = {2022},
  note = {R package version 2.1.0, 
https://github.com/thomasp85/ggraph},
  url = {https://ggraph.data-imaginist.com},
}

@Manual{R-tidygraph,
  title = {tidygraph: A Tidy API for Graph Manipulation},
  author = {Thomas Lin Pedersen},
  year = {2023},
  note = {R package version 1.3.0, 
https://github.com/thomasp85/tidygraph},
  url = {https://tidygraph.data-imaginist.com},
}

@Manual{R-tidytext,
  title = {tidytext: Text Mining using dplyr, ggplot2, and Other Tidy Tools},
  author = {David Robinson and Julia Silge},
  year = {2023},
  note = {R package version 0.4.1},
  url = {https://github.com/juliasilge/tidytext},
}

@Article{tidytext2016,
  title = {tidytext: Text Mining and Analysis Using Tidy Data Principles in R},
  author = {Julia Silge and David Robinson},
  doi = {10.21105/joss.00037},
  url = {http://dx.doi.org/10.21105/joss.00037},
  year = {2016},
  publisher = {The Open Journal},
  volume = {1},
  number = {3},
  journal = {JOSS},
}

@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, 
https://github.com/tidyverse/lubridate},
  url = {https://lubridate.tidyverse.org},
}

@Manual{R-apaTables,
  title = {apaTables: Create American Psychological Association (APA) Style Tables},
  author = {David Stanley},
  year = {2021},
  note = {R package version 2.0.8},
  url = {https://github.com/dstanley4/apaTables},
}

@Manual{R-rJava,
  title = {rJava: Low-Level R to Java Interface},
  author = {Simon Urbanek},
  year = {2024},
  note = {R package version 1.0-11},
  url = {http://www.rforge.net/rJava/},
}

@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},
}

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

@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 Fran{\c c}ois 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 M{\"u}ller 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{R-readxl,
  title = {readxl: Read Excel Files},
  author = {Hadley Wickham and Jennifer Bryan},
  year = {2023},
  note = {R package version 1.4.3},
  url = {https://readxl.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 3.5.0, 
https://github.com/tidyverse/ggplot2},
  url = {https://ggplot2.tidyverse.org},
}

@Manual{R-dplyr,
  title = {dplyr: A Grammar of Data Manipulation},
  author = {Hadley Wickham and Romain Fran{\c c}ois and Lionel Henry and Kirill M{\"u}ller and Davis Vaughan},
  year = {2023},
  note = {R package version 1.1.4},
  url = {https://dplyr.tidyverse.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-ranger,
  title = {ranger: A Fast Implementation of Random Forests},
  author = {Marvin N. Wright and Stefan Wager and Philipp Probst},
  year = {2023},
  note = {R package version 0.16.0, 
https://github.com/imbs-hl/ranger},
  url = {http://imbs-hl.github.io/ranger/},
}

@Article{ranger2017,
  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},
}

@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},
  isbn = {978-1138700109},
  url = {https://bookdown.org/yihui/bookdown},
}

@Manual{R-bookdown,
  title = {bookdown: Authoring Books and Technical Documents with R Markdown},
  author = {Yihui Xie},
  year = {2023},
  note = {R package version 0.35, 
https://pkgs.rstudio.com/bookdown/},
  url = {https://github.com/rstudio/bookdown},
}