references.bib

@book{fox2015,
	title = {Applied Regression Analysis and Generalized Linear Models},
	author = {Fox, {John, Jr.}},
	year = {2015},
	month = {04},
	date = {2015-04-01},
	publisher = {SAGE Publications, Inc},
	edition = {3},
	note = {Citation Key: fox2015},
	address = {Los Angeles},
	langid = {Englisch}
}

@book{weisberg2013a,
	title = {Applied Linear Regression},
	author = {Weisberg, Sanford},
	year = {2013},
	month = {12},
	date = {2013-12-23},
	publisher = {John Wiley & Sons Inc},
	edition = {4},
	note = {Citation Key: weisberg2013a},
	address = {Hoboken, NJ},
	langid = {Englisch}
}


@book{fox2018,
	title = {An {R} Companion to Applied Regression},
	author = {Fox, John and Weisberg, Sanford},
	year = {2018},
	month = {10},
	date = {2018-10-02},
	publisher = {SAGE Publications, Inc},
	edition = {3},
	note = {Citation Key: fox2018},
	address = {Los Angeles London},
	langid = {Englisch}
}

@book{harris2020,
	title = {Statistics With R: Solving Problems Using Real-World Data},
	author = {Harris, Jenine K.},
	year = {2020},
	month = {01},
	date = {2020-01-27},
	publisher = {SAGE Publications, Inc},
	edition = {Illustrated Edition},
	note = {Citation Key: harris2020},
	address = {Los Angeles London New Delhi Singapore Washington DC Melbourne},
	langid = {Englisch}
}

@book{mcelreath2020,
	title = {Statistical rethinking: a Bayesian course with examples in R and Stan},
	author = {McElreath, Richard},
	year = {2020},
	date = {2020},
	publisher = {Taylor and Francis, CRC Press},
	series = {CRC texts in statistical science},
	edition = {2},
	url = {https://doi.org/10.1201/9780429029608},
	note = {Citation Key: mcelreath2020},
	address = {Boca Raton},
	langid = {en}
}

@misc{glenn.d,
	title = {Statistics How To: Elementary Statistics for the rest of us!},
	author = {Glen, Stephanie},
	url = {https://www.statisticshowto.com/},
	note = {Citation Key: glenn.d},
	langid = {canadian}
}

@misc{wikipedia2024a,
	title = {Main Page},
	author = {Wikipedia, },
	year = {2024},
	month = {05},
	date = {2024-05-11},
	url = {https://en.wikipedia.org/w/index.php?title=Main_Page&oldid=1223300368},
	note = {Page Version ID: 1223300368
Citation Key: wikipedia2024a},
	langid = {en}
}

@inproceedings{sharif2010,
	title = {2010 IEEE 18th International Conference on Program Comprehension},
	author = {Sharif, Bonita and Maletic, Jonathan I.},
	year = {2010},
	date = {2010},
	pages = {196--205},
	doi = {10.1109/ICPC.2010.41},
	url = {https://ieeexplore.ieee.org/document/5521745},
	note = {ISSN: 1092-8138
Citation Key: sharif2010}
}

@article{glossary,
	title = {glossary: Glossaries for Markdown and Quarto Documents},
	author = {DeBruine, Lisa},
	year = {2023},
	date = {2023},
	url = {https://github.com/debruine/glossary}
}

@article{effects,
	title = {effects: Effect Displays for Linear, Generalized Linear, and Other Models},
	author = {Fox, John and Weisberg, Sanford},
	year = {2019},
	date = {2019},
	url = {https://cran.r-project.org/package=effects}
}

@article{carData,
	title = {carData: Companion to Applied Regression Data Sets},
	author = {Fox, John and Weisberg, Sanford and Price, Brad},
	year = {2022},
	date = {2022},
	url = {https://CRAN.R-project.org/package=carData}
}

@article{car,
	title = {car: Companion to Applied Regression},
	author = {Fox, John and Weisberg, Sanford},
	year = {2019},
	date = {2019},
	url = {https://CRAN.R-project.org/package=car}
}

@article{freedman1981a,
	title = {On the histogram as a density estimator:L2 theory},
	author = {Freedman, David and Diaconis, Persi},
	year = {1981},
	month = {12},
	date = {1981-12-01},
	journal = {Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete},
	pages = {453--476},
	volume = {57},
	number = {4},
	doi = {10.1007/BF01025868},
	url = {https://doi.org/10.1007/BF01025868},
	note = {Citation Key: freedman1981a},
	langid = {en}
}

@article{Amelia,
	title = {{\textbraceleft}Amelia II{\textbraceright}: A Program for Missing Data},
	author = {Honaker, James and King, Gary and Blackwell, Matthew},
	year = {2011},
	date = {2011},
	volume = {45},
	doi = {10.18637/jss.v045.i07}
}

@article{mi,
	title = {Opening Windows to the Black Box},
	author = {Gelman, Andrew and Hill, Jennifer},
	year = {2011},
	date = {2011},
	volume = {40}
}

@article{mice,
	title = {{\textbraceleft}mice{\textbraceright}: Multivariate Imputation by Chained Equations in R},
	author = {van Buuren, Stef and Groothuis-Oudshoorn, Karin},
	year = {2011},
	date = {2011},
	pages = {1--67},
	volume = {45},
	doi = {10.18637/jss.v045.i03}
}

@article{buuren2011,
	title = {mice: Multivariate Imputation by Chained Equations in R},
	author = {Buuren, Stef van and Groothuis-Oudshoorn, Karin},
	year = {2011},
	month = {12},
	date = {2011-12-12},
	journal = {Journal of Statistical Software},
	pages = {1--67},
	volume = {45},
	doi = {10.18637/jss.v045.i03},
	url = {https://doi.org/10.18637/jss.v045.i03},
	langid = {en}
}

@article{ggmice,
	title = {ggmice: Visualizations for 'mice' with 'ggplot2'},
	author = {Oberman, Hanne},
	year = {2023},
	date = {2023},
	url = {https://CRAN.R-project.org/package=ggmice}
}

@book{buuren2018,
	title = {Flexible Imputation of Missing Data},
	author = {Buuren, Stef van},
	year = {2018},
	month = {07},
	date = {2018-07-16},
	publisher = {CRC Press},
	edition = {2},
	address = {Boca Raton London New York},
	langid = {Englisch}
}

@book{templ2023,
	title = {Visualization and Imputation of Missing Values: With Applications in R},
	author = {Templ, Matthias},
	year = {2023},
	month = {11},
	date = {2023-11-30},
	publisher = {Springer},
	edition = {1st ed. 2023 Edition},
	address = {Cham},
	langid = {Englisch}
}

@article{naniar,
	title = {Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations},
	author = {Tierney, Nicholas and Cook, Dianne},
	year = {2023},
	date = {2023},
	volume = {105},
	doi = {10.18637/jss.v105.i07}
}

@article{norm,
	title = {norm: Analysis of Multivariate Normal Datasets with Missing Values},
	author = {., Ported to R by Alvaro A. Novo. Original by Joseph L. Schafer},
	year = {2023},
	date = {2023},
	url = {https://CRAN.R-project.org/package=norm}
}

@article{tierney2023,
	title = {Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations},
	author = {Tierney, Nicholas and Cook, Dianne},
	year = {2023},
	month = {02},
	date = {2023-02-03},
	journal = {Journal of Statistical Software},
	pages = {1--31},
	volume = {105},
	doi = {10.18637/jss.v105.i07},
	url = {https://doi.org/10.18637/jss.v105.i07},
	note = {Citation Key: tierney2023},
	langid = {en}
}

@book{buuren2018a,
	title = {Flexible Imputation of Missing Data, Second Edition. Online version},
	author = {Buuren, Stef van},
	year = {2018},
	date = {2018},
	url = {https://stefvanbuuren.name/fimd/},
	note = {Citation Key: buuren2018a}
}

@article{fox2018b,
	title = {Multiple Imputation of Missing Data: An Appendix to An R Companion to Applied Regression, third edition},
	author = {Fox, John and Weisberg, Sanford},
	year = {2018},
	month = {09},
	date = {2018-09-07},
	url = {https://www.john-fox.ca/Companion/appendices/Appendix-Multiple-Imputation.pdf},
	note = {Citation Key: fox2018b},
	langid = {en}
}

@misc{rcoreteam2024,
	title = {R Manuals :: An Introduction to R},
	author = {R Core Team, },
	year = {2024},
	date = {2024},
	url = {https://rstudio.github.io/r-manuals/r-intro/},
	note = {Citation Key: rcoreteam2024}
}

@misc{glenn2017,
	title = {Mahalanobis Distance: Simple Definition, Examples},
	author = {Glenn, Stephanie},
	year = {2017},
	month = {11},
	date = {2017-11-21},
	url = {https://www.statisticshowto.com/mahalanobis-distance/},
	note = {Citation Key: glenn2017},
	langid = {canadian}
}

@article{ggiraph,
	title = {ggiraph: Make 'ggplot2' Graphics Interactive},
	author = {Gohel, David and Skintzos, Panagiotis},
	year = {2024},
	date = {2024},
	url = {https://CRAN.R-project.org/package=ggiraph}
}

@article{ggrepel,
	title = {ggrepel: Automatically Position Non-Overlapping Text Labels with
'ggplot2'},
	author = {Slowikowski, Kamil},
	year = {2024},
	date = {2024},
	url = {https://CRAN.R-project.org/package=ggrepel}
}

@article{plotly,
	title = {Interactive Web-Based Data Visualization with R, plotly, and shiny},
	author = {Sievert, Carson},
	year = {2020},
	date = {2020},
	url = {https://plotly-r.com}
}

@article{aplpack,
	title = {{\textbraceleft}aplpack{\textbraceright}: Another Plot Package (version 190512)},
	author = {Wolf, Hans Peter},
	year = {2019},
	date = {2019},
	url = {https://cran.r-project.org/package=aplpack}
}

@article{ggExtra,
	title = {ggExtra: Add Marginal Histograms to 'ggplot2', and More 'ggplot2'
Enhancements},
	author = {Attali, Dean and Baker, Christopher},
	year = {2023},
	date = {2023},
	url = {https://CRAN.R-project.org/package=ggExtra}
}

@article{plotrix,
	title = {Plotrix: a package in the red light district of R},
	author = {J, Lemon},
	year = {2006},
	date = {2006},
	pages = {8--12},
	volume = {6}
}

@article{rgl,
	title = {rgl: 3D Visualization Using OpenGL},
	author = {Murdoch, Duncan and Adler, Daniel},
	year = {2024},
	date = {2024},
	url = {https://CRAN.R-project.org/package=rgl}
}

@article{emerson2013,
	title = {The Generalized Pairs Plot},
	author = {Emerson, John W. and Green, Walton A. and Schloerke, Barret and Crowley, Jason and Cook, Dianne and Hofmann, Heike and Wickham, Hadley},
	year = {2013},
	month = {01},
	date = {2013-01-01},
	journal = {Journal of Computational and Graphical Statistics},
	pages = {79{\textendash}91},
	volume = {22},
	number = {1},
	doi = {10.1080/10618600.2012.694762},
	url = {https://doi.org/10.1080/10618600.2012.694762},
	note = {Publisher: Taylor & Francis
{\_}eprint: https://doi.org/10.1080/10618600.2012.694762
Citation Key: emerson2013}
}

@article{varshney2013,
	title = {Why do we perceive logarithmically?},
	author = {Varshney, Lav R. and Sun, John Z.},
	year = {2013},
	date = {2013},
	journal = {Significance},
	pages = {28--31},
	volume = {10},
	number = {1},
	doi = {10.1111/j.1740-9713.2013.00636.x},
	url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1740-9713.2013.00636.x},
	note = {{\_}eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1740-9713.2013.00636.x
Citation Key: varshney2013},
	langid = {en}
}


@article{box1964,
	title = {An Analysis of Transformations},
	author = {Box, G. E. P. and Cox, D. R.},
	year = {1964},
	date = {1964},
	journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
	pages = {211--252},
	volume = {26},
	number = {2},
	url = {https://www.jstor.org/stable/2984418},
	note = {Publisher: [Royal Statistical Society, Wiley]
Citation Key: box1964a}
}

@article{hawkins2017,
	title = {Combining the box-cox power and generalised log  transformations to accommodate nonpositive responses in linear and mixed-effects linear models},
	author = {Hawkins, D. M. and Weisberg, S.},
	year = {2017},
	month = {12},
	date = {2017-12},
	journal = {South African Statistical Journal},
	pages = {317--328},
	volume = {51},
	number = {2},
	doi = {10.10520/EJC-bd05f9440},
	url = {https://journals.co.za/doi/10.10520/EJC-bd05f9440},
	note = {Publisher: South African Statistical Association (SASA)
Citation Key: hawkins2017}
}

@article{yeo2000,
	title = {A New Family of Power Transformations to Improve Normality or Symmetry},
	author = {Yeo, In-Kwon and Johnson, Richard A.},
	year = {2000},
	date = {2000},
	journal = {Biometrika},
	pages = {954--959},
	volume = {87},
	number = {4},
	url = {https://www.jstor.org/stable/2673623},
	note = {Publisher: [Oxford University Press, Biometrika Trust]
Citation Key: yeo2000}
}

@article{velilla1993,
	title = {A note on the multivariate Box{\textemdash}Cox transformation to normality},
	author = {Velilla, Santiago},
	year = {1993},
	month = {07},
	date = {1993-07-13},
	journal = {Statistics & Probability Letters},
	pages = {259--263},
	volume = {17},
	number = {4},
	doi = {10.1016/0167-7152(93)90200-3},
	url = {https://www.sciencedirect.com/science/article/pii/0167715293902003},
	note = {Citation Key: velilla1993}
}

@article{friendly2013,
	title = {Elliptical Insights: Understanding Statistical Methods through Elliptical Geometry},
	author = {Friendly, Michael and Monette, Georges and Fox, John},
	year = {2013},
	month = {02},
	date = {2013-02},
	journal = {Statistical Science},
	pages = {1--39},
	volume = {28},
	number = {1},
	doi = {10.1214/12-STS402},
	url = {https://projecteuclid.org/journals/statistical-science/volume-28/issue-1/Elliptical-Insights-Understanding-Statistical-Methods-through-Elliptical-Geometry/10.1214/12-STS402.full},
	note = {Publisher: Institute of Mathematical Statistics
Citation Key: friendly2013}
}

@book{tukey1977,
	title = {Exploratory Data Analysis},
	author = {Tukey, John Wilder},
	year = {1977},
	month = {06},
	date = {1977-06-01},
	publisher = {Pearson},
	edition = {1st edition},
	note = {Citation Key: tukey1977},
	address = {Reading, Mass},
	langid = {English}
}

@book{mosteller2019,
	title = {Data Analysis and Regression: A Second Course in Statistics},
	author = {Mosteller, Frederick and Tukey, John W.},
	year = {2019},
	month = {04},
	date = {2019-04-28},
	publisher = {PEARSON},
	note = {Citation Key: mosteller2019},
	address = {Hoboken},
	langid = {English}
}