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references.bib
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@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}
}