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@Manual{R-AER,
title = {AER: Applied Econometrics with R},
author = {Christian Kleiber and Achim Zeileis},
year = {2025},
note = {R package version 1.2-15},
}
@Manual{R-arm,
title = {arm: Data Analysis Using Regression and Multilevel/Hierarchical
Models},
author = {Andrew Gelman and Yu-Sung Su},
year = {2024},
note = {R package version 1.14-4},
url = {https://CRAN.R-project.org/package=arm},
}
@Manual{R-bench,
title = {bench: High Precision Timing of R Expressions},
author = {Jim Hester and Davis Vaughan},
year = {2025},
note = {R package version 1.1.4},
url = {https://bench.r-lib.org/},
}
@Manual{R-blkvar,
title = {blkvar: ATE and Treatment Variation Estimation for Blocked and
Multisite RCTs},
author = {Luke Miratrix and Nicole Pashley},
note = {R package version 0.0.1.6, commit 60cf10e16a9960a3b0fe0c91adbe3671f604e040},
url = {https://github.com/lmiratrix/blkvar},
year = {2025},
}
@Manual{R-bookdown,
title = {bookdown: Authoring Books and Technical Documents with R Markdown},
author = {Yihui Xie},
year = {2025},
note = {R package version 0.45},
url = {https://github.com/rstudio/bookdown},
}
@Manual{R-broom,
title = {broom: Convert Statistical Objects into Tidy Tibbles},
author = {David Robinson and Alex Hayes and Simon Couch},
year = {2025},
note = {R package version 1.0.10},
url = {https://broom.tidymodels.org/},
}
@Manual{R-car,
title = {car: Companion to Applied Regression},
author = {John Fox and Sanford Weisberg and Brad Price},
year = {2024},
note = {R package version 3.1-3},
url = {https://r-forge.r-project.org/projects/car/},
}
@Manual{R-carData,
title = {carData: Companion to Applied Regression Data Sets},
author = {John Fox and Sanford Weisberg and Brad Price},
year = {2022},
note = {R package version 3.0-5},
url = {https://r-forge.r-project.org/projects/car/},
}
@Manual{R-clubSandwich,
title = {clubSandwich: Cluster-Robust (Sandwich) Variance Estimators with Small-Sample
Corrections},
author = {James E. Pustejovsky},
year = {2025},
note = {R package version 0.6.1},
url = {http://jepusto.github.io/clubSandwich/},
}
@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-estimatr,
title = {estimatr: Fast Estimators for Design-Based Inference},
author = {Graeme Blair and Jasper Cooper and Alexander Coppock and Macartan Humphreys and Luke Sonnet},
year = {2025},
note = {R package version 1.0.6},
url = {https://declaredesign.org/r/estimatr/},
}
@Manual{R-furrr,
title = {furrr: Apply Mapping Functions in Parallel using Futures},
author = {Davis Vaughan and Matt Dancho},
year = {2022},
note = {R package version 0.3.1},
url = {https://github.com/DavisVaughan/furrr},
}
@Manual{R-future,
title = {future: Unified Parallel and Distributed Processing in R for Everyone},
author = {Henrik Bengtsson},
year = {2025},
note = {R package version 1.67.0},
url = {https://future.futureverse.org},
}
@Manual{R-ggbeeswarm,
title = {ggbeeswarm: Categorical Scatter (Violin Point) Plots},
author = {Erik Clarke and Scott Sherrill-Mix and Charlotte Dawson},
year = {2023},
note = {R package version 0.7.2},
url = {https://github.com/eclarke/ggbeeswarm},
}
@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 = {2025},
note = {R package version 4.0.0},
url = {https://ggplot2.tidyverse.org},
}
@Manual{R-ggridges,
title = {ggridges: Ridgeline Plots in ggplot2},
author = {Claus O. Wilke},
year = {2025},
note = {R package version 0.5.7},
url = {https://wilkelab.org/ggridges/},
}
@Manual{R-glmnet,
title = {glmnet: Lasso and Elastic-Net Regularized Generalized Linear Models},
author = {Jerome Friedman and Trevor Hastie and Rob Tibshirani and Balasubramanian Narasimhan and Kenneth Tay and Noah Simon and James Yang},
year = {2025},
note = {R package version 4.1-10},
url = {https://glmnet.stanford.edu},
}
@Manual{R-kableExtra,
title = {kableExtra: Construct Complex Table with kable and Pipe Syntax},
author = {Hao Zhu},
year = {2024},
note = {R package version 1.4.0},
url = {http://haozhu233.github.io/kableExtra/},
}
@Manual{R-knitr,
title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
author = {Yihui Xie},
year = {2025},
note = {R package version 1.50},
url = {https://yihui.org/knitr/},
}
@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 = {2025},
note = {R package version 1.1-37},
url = {https://github.com/lme4/lme4/},
}
@Manual{R-lmerTest,
title = {lmerTest: Tests in Linear Mixed Effects Models},
author = {Alexandra Kuznetsova and Per {Bruun Brockhoff} and Rune {Haubo Bojesen Christensen}},
year = {2020},
note = {R package version 3.1-3},
url = {https://github.com/runehaubo/lmerTestR},
}
@Manual{R-lsr,
title = {lsr: Companion to "Learning Statistics with R"},
author = {Danielle Navarro},
year = {2021},
note = {R package version 0.5.2},
url = {https://github.com/djnavarro/lsr},
}
@Manual{R-metafor,
title = {metafor: Meta-Analysis Package for R},
author = {Wolfgang Viechtbauer},
year = {2025},
note = {R package version 4.8-0},
url = {https://www.metafor-project.org},
}
@Manual{R-microbenchmark,
title = {microbenchmark: Accurate Timing Functions},
author = {Olaf Mersmann},
year = {2024},
note = {R package version 1.5.0},
url = {https://github.com/joshuaulrich/microbenchmark/},
}
@Manual{R-mlmpower,
title = {mlmpower: Power Analysis and Data Simulation for Multilevel Models},
author = {Brian T. Keller},
year = {2025},
note = {R package version 1.0.10},
url = {https://github.com/bkeller2/mlmpower},
}
@Manual{R-modelr,
title = {modelr: Modelling Functions that Work with the Pipe},
author = {Hadley Wickham},
year = {2023},
note = {R package version 0.1.11},
url = {https://modelr.tidyverse.org},
}
@Manual{R-mvtnorm,
title = {mvtnorm: Multivariate Normal and t Distributions},
author = {Alan Genz and Frank Bretz and Tetsuhisa Miwa and Xuefei Mi and Torsten Hothorn},
year = {2025},
note = {R package version 1.3-3},
url = {http://mvtnorm.R-forge.R-project.org},
}
@Manual{R-psych,
title = {psych: Procedures for Psychological, Psychometric, and Personality
Research},
author = {William Revelle},
year = {2025},
note = {R package version 2.5.6},
url = {https://personality-project.org/r/psych/},
}
@Manual{R-purrr,
title = {purrr: Functional Programming Tools},
author = {Hadley Wickham and Lionel Henry},
year = {2025},
note = {R package version 1.2.0},
url = {https://purrr.tidyverse.org/},
}
@Manual{R-purrrlyr,
title = {purrrlyr: Tools at the Intersection of purrr and dplyr},
author = {Lionel Henry},
year = {2025},
note = {R package version 0.0.10},
url = {https://github.com/hadley/purrrlyr},
}
@Manual{R-rmarkdown,
title = {rmarkdown: Dynamic Documents for R},
author = {JJ Allaire and Yihui Xie and Christophe Dervieux 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 = {2025},
note = {R package version 2.30},
url = {https://github.com/rstudio/rmarkdown},
}
@Manual{R-rpart.plot,
title = {rpart.plot: Plot rpart Models: An Enhanced Version of plot.rpart},
author = {Stephen Milborrow},
year = {2025},
note = {R package version 3.1.3},
url = {http://www.milbo.org/rpart-plot/index.html},
}
@Manual{R-simhelpers,
title = {simhelpers: Helper Functions for Simulation Studies},
author = {Megha Joshi and James Pustejovsky},
note = {R package version 0.3.1.9999},
url = {https://meghapsimatrix.github.io/simhelpers/},
year = {2025},
}
@Manual{R-sn,
title = {sn: The Skew-Normal and Related Distributions Such as the Skew-t and
the SUN},
author = {Adelchi Azzalini},
year = {2023},
note = {R package version 2.1.1},
url = {http://azzalini.stat.unipd.it/SN/},
}
@Manual{R-testthat,
title = {testthat: Unit Testing for R},
author = {Hadley Wickham},
year = {2025},
note = {R package version 3.2.3},
url = {https://testthat.r-lib.org},
}
@Manual{R-tibble,
title = {tibble: Simple Data Frames},
author = {Kirill Müller and Hadley Wickham},
year = {2025},
note = {R package version 3.3.0},
url = {https://tibble.tidyverse.org/},
}
@Manual{R-tictoc,
title = {tictoc: Functions for Timing R Scripts, as Well as Implementations of
"Stack" and "StackList" Structures},
author = {Sergei Izrailev},
year = {2024},
note = {R package version 1.2.1},
url = {https://github.com/jabiru/tictoc},
}
@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},
}
@Book{AER2008,
title = {Applied Econometrics with {R}},
author = {Christian Kleiber and Achim Zeileis},
year = {2008},
publisher = {Springer-Verlag},
address = {New York},
doi = {10.1007/978-0-387-77318-6},
url = {https://CRAN.R-project.org/package=AER},
}
@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},
}
@Book{car2019,
title = {An {R} Companion to Applied Regression},
edition = {Third},
author = {John Fox and Sanford Weisberg},
year = {2019},
publisher = {Sage},
address = {Thousand Oaks {CA}},
url = {https://www.john-fox.ca/Companion/},
}
@Article{RJ-2021-048,
author = {Henrik Bengtsson},
title = {A Unifying Framework for Parallel and Distributed Processing in R using Futures},
year = {2021},
journal = {The R Journal},
doi = {10.32614/RJ-2021-048},
url = {https://doi.org/10.32614/RJ-2021-048},
pages = {208--227},
volume = {13},
number = {2},
}
@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{glmnet2010,
title = {Regularization Paths for Generalized Linear Models via Coordinate Descent},
author = {Jerome Friedman and Trevor Hastie and Robert Tibshirani},
journal = {Journal of Statistical Software},
year = {2010},
volume = {33},
number = {1},
pages = {1--22},
doi = {10.18637/jss.v033.i01},
}
@Article{glmnet2011,
title = {Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent},
author = {Noah Simon and Jerome Friedman and Trevor Hastie and Robert Tibshirani},
journal = {Journal of Statistical Software},
year = {2011},
volume = {39},
number = {5},
pages = {1--13},
doi = {10.18637/jss.v039.i05},
}
@Article{glmnet2023,
title = {Elastic Net Regularization Paths for All Generalized Linear Models},
author = {J. Kenneth Tay and Balasubramanian Narasimhan and Trevor Hastie},
journal = {Journal of Statistical Software},
year = {2023},
volume = {106},
number = {1},
pages = {1--31},
doi = {10.18637/jss.v106.i01},
}
@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},
}
@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},
}
@Article{lmerTest2017,
title = {{lmerTest} Package: Tests in Linear Mixed Effects Models},
author = {Alexandra Kuznetsova and Per B. Brockhoff and Rune H. B. Christensen},
journal = {Journal of Statistical Software},
year = {2017},
volume = {82},
number = {13},
pages = {1--26},
doi = {10.18637/jss.v082.i13},
}
@Article{metafor2010,
title = {Conducting meta-analyses in {R} with the {metafor} package},
author = {Wolfgang Viechtbauer},
journal = {Journal of Statistical Software},
year = {2010},
volume = {36},
number = {3},
pages = {1--48},
doi = {10.18637/jss.v036.i03},
}
@Book{mvtnorm2009,
title = {Computation of Multivariate Normal and t Probabilities},
author = {Alan Genz and Frank Bretz},
series = {Lecture Notes in Statistics},
year = {2009},
publisher = {Springer-Verlag},
address = {Heidelberg},
isbn = {978-3-642-01688-2},
}
@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},
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},
isbn = {9780367563837},
url = {https://bookdown.org/yihui/rmarkdown-cookbook},
}
@Manual{sn2023,
title = {The {R} package \texttt{sn}: The skew-normal and related distributions such as the skew-$t$ and the {SUN} (version 2.1.1).},
author = {Azzalini A. Azzalini},
address = {Universit\`a degli Studi di Padova, Italia},
year = {2023},
note = {Home page: \url{http://azzalini.stat.unipd.it/SN/}},
url = {https://cran.r-project.org/package=sn},
}
@Article{testthat2011,
author = {Hadley Wickham},
title = {testthat: Get Started with Testing},
journal = {The R Journal},
year = {2011},
volume = {3},
pages = {5--10},
url = {https://journal.r-project.org/archive/2011-1/RJournal_2011-1_Wickham.pdf},
}
@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},
}