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@article{knuth84,
author = {Knuth, Donald E.},
title = {Literate Programming},
year = {1984},
issue_date = {May 1984},
publisher = {Oxford University Press, Inc.},
address = {USA},
volume = {27},
number = {2},
issn = {0010-4620},
url = {https://doi.org/10.1093/comjnl/27.2.97},
doi = {10.1093/comjnl/27.2.97},
journal = {Comput. J.},
month = may,
pages = {97–111},
numpages = {15}
}
@Manual{rbase,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2021},
url = {https://www.R-project.org/},
}
@Manual{bookdown,
title = {bookdown: Authoring Books and Technical Documents with R Markdown},
author = {Yihui Xie},
year = {2021},
note = {R package version 0.22},
url = {https://CRAN.R-project.org/package=bookdown},
}
@Manual{knitr,
title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
author = {Yihui Xie},
year = {2021},
note = {R package version 1.33},
url = {https://yihui.org/knitr/},
}
@Manual{rmarkdown,
title = {rmarkdown: Dynamic Documents for R},
author = {JJ Allaire and Yihui Xie 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 = {2021},
note = {R package version 2.9},
url = {https://CRAN.R-project.org/package=rmarkdown},
}
@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},
note = {ISBN 978-1138700109},
url = {https://bookdown.org/yihui/bookdown},
}
@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},
url = {http://www.crcpress.com/product/isbn/9781466561595},
}
@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},
note = {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},
note = {ISBN 9780367563837},
url = {https://bookdown.org/yihui/rmarkdown-cookbook},
}
@Book{xie2015,
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 = {http://yihui.org/knitr/},
}
@misc{ArtworkAllisonHorst,
title = {Artwork by @allison\_horst},
author = {Horst, Allison},
year = {2020},
howpublished = {https://github.com/allisonhorst/stats-illustrations},
url = {https://github.com/allisonhorst/stats-illustrations}
}
@manual{bryanGapminderDataGapminder2017,
title = {Gapminder: {{Data}} from Gapminder},
author = {Bryan, Jennifer},
year = {2017},
type = {Manual}
}
@book{buhrIntroductionDataScience,
title = {Introduction to {{Data Science}} with {{R}} for {{Biochemists}}},
author = {Buhr, Jannik},
file = {/home/jannik/Zotero/storage/A5BYW3VM/index.html}
}
@book{changGraphicsCookbookPractical2013,
title = {R {{Graphics Cookbook}}: {{Practical Recipes}} for {{Visualizing Data}}},
shorttitle = {R {{Graphics Cookbook}}},
author = {Chang, Winston},
year = {2013},
month = jan,
edition = {1 edition},
publisher = {{O'Reilly Media}},
address = {{Beijing Cambridge Farnham K\"oln Sebastopol Tokyo}},
isbn = {978-1-4493-1695-2},
language = {English}
}
@book{fisherStatisticalMethodsExperimental1990,
title = {Statistical {{Methods}}, {{Experimental Design}}, and {{Scientific Inference}}: {{A Re}}-Issue of {{Statistical Methods}} for {{Research Workers}}, {{The Design}} of {{Experiments}}, and {{Statistical Methods}} and {{Scientific Inference}}},
shorttitle = {Statistical {{Methods}}, {{Experimental Design}}, and {{Scientific Inference}}},
author = {Fisher, R. A. and Yates, F.},
editor = {Bennett, J. H.},
year = {1990},
month = aug,
edition = {1 edition},
publisher = {{Oxford University Press}},
address = {{Oxford England ; New York}},
isbn = {978-0-19-852229-4},
language = {English}
}
@book{grolemundHandsOnProgrammingWrite2014,
title = {Hands-{{On Programming}} with {{R}}: {{Write Your Own Functions}} and {{Simulations}}},
shorttitle = {Hands-{{On Programming}} with {{R}}},
author = {Grolemund, Garrett and Wickham, Hadley},
year = {2014},
month = aug,
publisher = {{O'Reilly Media}},
address = {{Sebastopol, CA}},
isbn = {978-1-4493-5901-0},
language = {English}
}
@book{healyDataVisualizationPractical2018,
title = {Data {{Visualization}}: {{A Practical Introduction}}},
shorttitle = {Data {{Visualization}}},
author = {Healy, Kieran},
year = {2018},
month = dec,
edition = {1 edition},
publisher = {{Princeton University Press}},
address = {{Princeton, NJ}},
isbn = {978-0-691-18162-2},
language = {English}
}
@book{kimStatisticalInferenceData2019,
title = {Statistical {{Inference}} via {{Data Science}}},
author = {Kim, Chester Ismay {and} Albert Y.},
year = {2019},
publisher = {{CRC Press}},
file = {/home/jannik/Zotero/storage/YQNT78Y5/index.html}
}
@incollection{knitr2014,
title = {Knitr: {{A}} Comprehensive Tool for Reproducible Research in {{R}}},
booktitle = {Implementing Reproducible Computational Research},
author = {Xie, Yihui},
editor = {Stodden, Victoria and Leisch, Friedrich and Peng, Roger D.},
year = {2014},
publisher = {{Chapman and Hall/CRC}}
}
@book{knitr2015,
title = {Dynamic Documents with {{R}} and Knitr},
author = {Xie, Yihui},
year = {2015},
edition = {Second},
publisher = {{Chapman and Hall/CRC}},
address = {{Boca Raton, Florida}}
}
@inproceedings{matejkaSameStatsDifferent2017,
title = {Same {{Stats}}, {{Different Graphs}}: {{Generating Datasets}} with {{Varied Appearance}} and {{Identical Statistics Through Simulated Annealing}}},
shorttitle = {Same {{Stats}}, {{Different Graphs}}},
booktitle = {Proceedings of the 2017 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
author = {Matejka, Justin and Fitzmaurice, George},
year = {2017},
pages = {1290--1294},
publisher = {{ACM}},
address = {{New York, NY, USA}},
doi = {10.1145/3025453.3025912},
isbn = {978-1-4503-4655-9},
keywords = {anscombe,scatter plots,visualization},
series = {{{CHI}} '17}
}
@article{matthewsStorksDeliverBabies2000,
title = {Storks {{Deliver Babies}} (P= 0.008)},
author = {Matthews, Robert},
year = {2000},
volume = {22},
pages = {36--38},
issn = {1467-9639},
doi = {10.1111/1467-9639.00013},
copyright = {Teaching Statistics Trust, 2000},
file = {/home/jannik/Zotero/storage/YVELIAYW/Matthews - 2000 - Storks Deliver Babies (p= 0.008).pdf;/home/jannik/Zotero/storage/Z2A5WX9G/1467-9639.html},
journal = {Teaching Statistics},
language = {en},
number = {2}
}
@book{motulskyIntuitiveBiostatisticsNonmathematical2017,
title = {Intuitive {{Biostatistics}}: {{A Nonmathematical Guide}} to {{Statistical Thinking}}},
shorttitle = {Intuitive {{Biostatistics}}},
author = {Motulsky, Harvey},
year = {2017},
month = nov,
edition = {4 edition},
publisher = {{Oxford University Press}},
address = {{New York}},
isbn = {978-0-19-064356-0},
language = {English}
}
@misc{OrdinaryLeastSquares,
title = {Ordinary {{Least Squares Regression}} Explained Visually},
file = {/home/jannik/Zotero/storage/5XUPJ7ZB/ordinary-least-squares-regression.html},
howpublished = {http://setosa.io/ev/ordinary-least-squares-regression/},
journal = {Explained Visually}
}
@manual{R-knitr,
title = {Knitr: {{A}} General-Purpose Package for Dynamic Report Generation in r},
author = {Xie, Yihui},
year = {2020},
type = {Manual}
}
@manual{rpalmerpenguins,
title = {Palmerpenguins: {{Palmer}} Archipelago (Antarctica) Penguin Data},
author = {Horst, Allison and Hill, Alison and Gorman, Kristen},
year = {2020},
type = {Manual}
}
@manual{R-rmarkdown,
title = {Rmarkdown: {{Dynamic}} Documents for r},
author = {Allaire, JJ and Xie, Yihui and McPherson, Jonathan and Luraschi, Javier and Ushey, Kevin and Atkins, Aron and Wickham, Hadley and Cheng, Joe and Chang, Winston and Iannone, Richard},
year = {2020},
type = {Manual}
}
@manual{rcoreteamLanguageEnvironmentStatistical2020a,
title = {R: {{A}} Language and Environment for Statistical Computing},
author = {{R Core Team}},
year = {2020},
address = {{Vienna, Austria}},
organization = {{R Foundation for Statistical Computing}},
type = {Manual}
}
@book{reinhartStatisticsDoneWrong2015,
title = {Statistics {{Done Wrong}}: {{The Woefully Complete Guide}}},
shorttitle = {Statistics {{Done Wrong}}},
author = {Reinhart, Alex},
year = {2015},
month = mar,
edition = {1 edition},
publisher = {{No Starch Press}},
address = {{San Francisco}},
isbn = {978-1-59327-620-1},
language = {English}
}
@book{rmarkdown2018,
title = {R Markdown: {{The}} Definitive Guide},
author = {Xie, Yihui and Allaire, J.J. and Grolemund, Garrett},
year = {2018},
publisher = {{Chapman and Hall/CRC}},
address = {{Boca Raton, Florida}}
}
@book{wickhamAdvancedSecondEdition2019,
title = {Advanced {{R}}, {{Second Edition}}},
author = {Wickham, Hadley},
year = {2019},
month = jun,
edition = {2 edition},
publisher = {{Chapman and Hall/CRC}},
address = {{Boca Raton}},
isbn = {978-0-8153-8457-1},
language = {English}
}
@book{wickhamDataScienceImport2017,
title = {R for {{Data Science}}: {{Import}}, {{Tidy}}, {{Transform}}, {{Visualize}}, and {{Model Data}}},
shorttitle = {R for {{Data Science}}},
author = {Wickham, Hadley and Grolemund, Garrett},
year = {2017},
month = jan,
edition = {1 edition},
publisher = {{O'Reilly Media}},
address = {{Sebastopol, CA}},
isbn = {978-1-4919-1039-9},
language = {English}
}
@article{wickhamLayeredGrammarGraphics2010,
title = {A {{Layered Grammar}} of {{Graphics}}},
author = {Wickham, Hadley},
year = {2010},
month = jan,
volume = {19},
pages = {3--28},
issn = {1061-8600, 1537-2715},
doi = {10.1198/jcgs.2009.07098},
file = {/home/jannik/Zotero/storage/3TYM2Y55/Wickham - 2010 - A Layered Grammar of Graphics.pdf},
journal = {Journal of Computational and Graphical Statistics},
language = {en},
number = {1}
}
@book{wickhamPackagesOrganizeTest2015,
title = {R {{Packages}}: {{Organize}}, {{Test}}, {{Document}}, and {{Share Your Code}}},
shorttitle = {R {{Packages}}},
author = {Wickham, Hadley},
year = {2015},
month = apr,
edition = {1 edition},
publisher = {{O'Reilly Media}},
address = {{Sebastopol, CA}},
isbn = {978-1-4919-1059-7},
language = {English}
}
@article{wickhamWelcomeTidyverse2019b,
title = {Welcome to the {{tidyverse}}},
author = {Wickham, Hadley and Averick, Mara and Bryan, Jennifer and Chang, Winston and McGowan, Lucy D'Agostino and Fran{\c c}ois, Romain and Grolemund, Garrett and Hayes, Alex and Henry, Lionel and Hester, Jim and Kuhn, Max and Pedersen, Thomas Lin and Miller, Evan and Bache, Stephan Milton and M{\"u}ller, Kirill and Ooms, Jeroen and Robinson, David and Seidel, Dana Paige and Spinu, Vitalie and Takahashi, Kohske and Vaughan, Davis and Wilke, Claus and Woo, Kara and Yutani, Hiroaki},
year = {2019},
volume = {4},
pages = {1686},
doi = {10.21105/joss.01686},
journal = {Journal of Open Source Software},
number = {43}
}
@book{wilkinsonGrammarGraphics2005,
title = {The {{Grammar}} of {{Graphics}}},
author = {Wilkinson, Leland and Wills, D. and Rope, D. and Norton, A. and Dubbs, R.},
year = {2005},
month = jul,
edition = {2nd edition},
publisher = {{Springer}},
address = {{New York}},
isbn = {978-0-387-24544-7},
language = {English}
}
@manual{xieXaringanPresentationNinja2020,
title = {Xaringan: {{Presentation}} Ninja},
author = {Xie, Yihui},
year = {2020},
type = {Manual}
}
@Book{coddRelationalModelDatabase1990,
title = {The Relational Model for Database Management: Version 2},
shorttitle = {The Relational Model for Database Management},
author = {E. F. Codd},
year = {1990},
publisher = {{Addison-Wesley Longman Publishing Co., Inc.}},
address = {{USA}},
file = {/home/jannik/Zotero/storage/UMCE2347/Codd - 1990 - The relational model for database management vers.pdf},
isbn = {978-0-201-14192-4},
}
@Article{wickhamTidyData2014,
title = {Tidy {{Data}}},
author = {Hadley Wickham},
year = {2014},
month = {sep},
volume = {59},
pages = {1--23},
issn = {1548-7660},
doi = {10.18637/jss.v059.i10},
copyright = {Copyright (c) 2013 Hadley Wickham},
file = {/home/jannik/Zotero/storage/FXZCYHTM/Wickham - 2014 - Tidy Data.pdf;/home/jannik/Zotero/storage/TAQQM2QH/v059i10.html},
journal = {Journal of Statistical Software},
language = {en},
number = {1},
}
@Misc{ComplexityEvil,
title = {The {{Complexity}} of {{Evil}}},
file = {/home/jannik/Zotero/storage/9RPX4WRP/9781978814295.html},
journal = {Rutgers University Press},
}
@Misc{williamsComplexityEvil,
title = {The {{Complexity}} of {{Evil}}},
author = {Timothy Williams},
file = {/home/jannik/Zotero/storage/9RPX4WRP/9781978814295.html},
journal = {Rutgers University Press},
}
@book{horst2019,
title = {R & stats illustrations by @allison{\_}horst. Contribute to allisonhorst/stats-illustrations development by creating an account on GitHub},
author = {{Horst}, {Allison}},
year = {2019},
month = {08},
date = {2019-08-25},
url = {https://github.com/allisonhorst/stats-illustrations},
note = {original-date: 2018-12-15T23:16:36Z}
}
@Misc{WelcomeGgplot2,
title = {Welcome | Ggplot2},
file = {/home/jannik/Zotero/storage/NA5WWDXA/ggplot2-book.org.html},
howpublished = {https://ggplot2-book.org/},
}
@Book{wickhamGgplot2ElegantGraphics2016,
title = {Ggplot2: {{Elegant Graphics}} for {{Data Analysis}}},
shorttitle = {Ggplot2},
author = {Hadley Wickham},
year = {2016},
month = {jun},
edition = {2nd ed. 2016 edition},
publisher = {{Springer}},
address = {{New York, NY}},
isbn = {978-3-319-24275-0},
language = {English},
}
@Article{SurvivorshipBias2020,
title = {Survivorship Bias},
year = {2020},
month = {dec},
annotation = {Page Version ID: 992910760},
copyright = {Creative Commons Attribution-ShareAlike License},
file = {/home/jannik/Zotero/storage/KHD238GN/index.html},
journal = {Wikipedia},
language = {en},
}
@TechReport{waldReprintMethodEstimating1980,
title = {A {{Reprint}} of '{{A Method}} of {{Estimating Plane Vulnerability Based}} on {{Damage}} of {{Survivors}}.},
author = {Abraham Wald},
year = {1980},
month = {jul},
institution = {{CENTER FOR NAVAL ANALYSES ALEXANDRIA VA OPERATIONS EVALUATION GROUP}},
file = {/home/jannik/Zotero/storage/XD65HHDR/Wald - 1980 - A Reprint of 'A Method of Estimating Plane Vulnera.pdf;/home/jannik/Zotero/storage/CSPVVWN9/ADA091073.html;/home/jannik/Zotero/storage/DZJ9HWRA/ADA091073.html},
language = {en},
number = {CRC-432},
}
@Article{ziemannGeneNameErrors2016,
title = {Gene Name Errors Are Widespread in the Scientific Literature},
author = {Mark Ziemann and Yotam Eren and Assam El-Osta},
year = {2016},
month = {aug},
volume = {17},
pages = {177},
issn = {1474-760X},
doi = {10.1186/s13059-016-1044-7},
file = {/home/jannik/Zotero/storage/GD5FBJ45/Ziemann et al. - 2016 - Gene name errors are widespread in the scientific .pdf;/home/jannik/Zotero/storage/HX57ZIMK/s13059-016-1044-7.html},
journal = {Genome Biology},
keywords = {Gene symbol,Microsoft Excel,Supplementary data},
number = {1},
}
@Article{matejka2017,
title = {The {{Datasaurus Dozen}} - {{Same Stats}}, {{Different Graphs}} | {{Autodesk Research}}},
author = {Justin Matejka and George Fitzmaurice},
year = {2017},
doi = {http://dx.doi.org/10.1145/3025453.3025912},
}
@software{quarto,
author = {Allaire, J.J. and Teague, Charles and Scheidegger, Carlos and Xie, Yihui and Dervieux, Christophe},
doi = {10.5281/zenodo.5960048},
month = jan,
title = {{Quarto}},
url = {https://github.com/quarto-dev/quarto-cli},
version = {1.2},
year = {2022}
}