References

Attali, Dean, and Christopher Baker. 2023. “ggExtra: Add Marginal Histograms to ’Ggplot2’, and More ’Ggplot2’ Enhancements.” https://CRAN.R-project.org/package=ggExtra.
Box, G. E. P., and D. R. Cox. 1964. “An Analysis of Transformations.” Journal of the Royal Statistical Society. Series B (Methodological) 26 (2): 211–52. https://www.jstor.org/stable/2984418.
Buuren, Stef van. 2018a. Flexible Imputation of Missing Data, Second Edition. Online Version. https://stefvanbuuren.name/fimd/.
———. 2018b. Flexible Imputation of Missing Data. 2nd ed. Boca Raton London New York: CRC Press.
Buuren, Stef van, and Karin Groothuis-Oudshoorn. 2011a. Mice: Multivariate Imputation by Chained Equations in r” 45: 1–67. https://doi.org/10.18637/jss.v045.i03.
Buuren, Stef van, and Karin Groothuis-Oudshoorn. 2011b. “Mice: Multivariate Imputation by Chained Equations in R.” Journal of Statistical Software 45 (December): 1–67. https://doi.org/10.18637/jss.v045.i03.
DeBruine, Lisa. 2023. “Glossary: Glossaries for Markdown and Quarto Documents.” https://github.com/debruine/glossary.
Emerson, John W., Walton A. Green, Barret Schloerke, Jason Crowley, Dianne Cook, Heike Hofmann, and Hadley Wickham. 2013. “The Generalized Pairs Plot.” Journal of Computational and Graphical Statistics 22 (1): 7991. https://doi.org/10.1080/10618600.2012.694762.
Fox, John, Jr. 2015. Applied Regression Analysis and Generalized Linear Models. 3rd ed. Los Angeles: SAGE Publications, Inc.
Fox, John, and Sanford Weisberg. 2018a. “Multiple Imputation of Missing Data: An Appendix to An R Companion to Applied Regression, Third Edition,” September. https://www.john-fox.ca/Companion/appendices/Appendix-Multiple-Imputation.pdf.
———. 2018b. An R Companion to Applied Regression. 3rd ed. Los Angeles London: SAGE Publications, Inc.
———. 2019a. “Car: Companion to Applied Regression.” https://CRAN.R-project.org/package=car.
———. 2019b. “Effects: Effect Displays for Linear, Generalized Linear, and Other Models.” https://cran.r-project.org/package=effects.
Fox, John, Sanford Weisberg, and Brad Price. 2022. “carData: Companion to Applied Regression Data Sets.” https://CRAN.R-project.org/package=carData.
Freedman, David, and Persi Diaconis. 1981. “On the Histogram as a Density Estimator:L2 Theory.” Zeitschrift Für Wahrscheinlichkeitstheorie Und Verwandte Gebiete 57 (4): 453–76. https://doi.org/10.1007/BF01025868.
Friendly, Michael, Georges Monette, and John Fox. 2013. “Elliptical Insights: Understanding Statistical Methods Through Elliptical Geometry.” Statistical Science 28 (1): 1–39. https://doi.org/10.1214/12-STS402.
Gelman, Andrew, and Jennifer Hill. 2011. “Opening Windows to the Black Box” 40.
Glen, Stephanie. n.d. “Statistics How to: Elementary Statistics for the Rest of Us!” https://www.statisticshowto.com/.
Glenn, Stephanie. 2017. “Mahalanobis Distance: Simple Definition, Examples.” https://www.statisticshowto.com/mahalanobis-distance/.
Gohel, David, and Panagiotis Skintzos. 2024. “Ggiraph: Make ’Ggplot2’ Graphics Interactive.” https://CRAN.R-project.org/package=ggiraph.
Harris, Jenine K. 2020. Statistics With R: Solving Problems Using Real-World Data. Illustrated Edition. Los Angeles London New Delhi Singapore Washington DC Melbourne: SAGE Publications, Inc.
Hawkins, D. M., and S. Weisberg. 2017. “Combining the Box-Cox Power and Generalised Log Transformations to Accommodate Nonpositive Responses in Linear and Mixed-Effects Linear Models.” South African Statistical Journal 51 (2): 317–28. https://doi.org/10.10520/EJC-bd05f9440.
Honaker, James, Gary King, and Matthew Blackwell. 2011. Amelia II: A Program for Missing Data” 45. https://doi.org/10.18637/jss.v045.i07.
J, Lemon. 2006. “Plotrix: A Package in the Red Light District of r” 6: 8–12.
McElreath, Richard. 2020. Statistical Rethinking: A Bayesian Course with Examples in R and Stan. 2nd ed. CRC Texts in Statistical Science. Boca Raton: Taylor; Francis, CRC Press. https://doi.org/10.1201/9780429029608.
Mosteller, Frederick, and John W. Tukey. 2019. Data Analysis and Regression: A Second Course in Statistics. Hoboken: PEARSON.
Murdoch, Duncan, and Daniel Adler. 2024. “Rgl: 3D Visualization Using OpenGL.” https://CRAN.R-project.org/package=rgl.
Oberman, Hanne. 2023. “Ggmice: Visualizations for ’Mice’ with ’Ggplot2’.” https://CRAN.R-project.org/package=ggmice.
.Ported to R by Alvaro A. Novo. Original by Joseph L. Schafer. 2023. “Norm: Analysis of Multivariate Normal Datasets with Missing Values.” https://CRAN.R-project.org/package=norm.
R Core Team. 2024. “R Manuals :: An Introduction to r.” https://rstudio.github.io/r-manuals/r-intro/.
Sharif, Bonita, and Jonathan I. Maletic. 2010. “2010 IEEE 18th International Conference on Program Comprehension.” In, 196–205. https://doi.org/10.1109/ICPC.2010.41.
Sievert, Carson. 2020. “Interactive Web-Based Data Visualization with r, Plotly, and Shiny.” https://plotly-r.com.
Slowikowski, Kamil. 2024. “Ggrepel: Automatically Position Non-Overlapping Text Labels with ’Ggplot2’.” https://CRAN.R-project.org/package=ggrepel.
Templ, Matthias. 2023. Visualization and Imputation of Missing Values: With Applications in R. 1st ed. 2023 Edition. Cham: Springer.
Tierney, Nicholas, and Dianne Cook. 2023a. “Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations” 105. https://doi.org/10.18637/jss.v105.i07.
———. 2023b. “Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations.” Journal of Statistical Software 105 (February): 1–31. https://doi.org/10.18637/jss.v105.i07.
Tukey, John Wilder. 1977. Exploratory Data Analysis. 1st edition. Reading, Mass: Pearson.
Varshney, Lav R., and John Z. Sun. 2013. “Why Do We Perceive Logarithmically?” Significance 10 (1): 28–31. https://doi.org/10.1111/j.1740-9713.2013.00636.x.
Velilla, Santiago. 1993. “A Note on the Multivariate Boxcox Transformation to Normality.” Statistics & Probability Letters 17 (4): 259–63. https://doi.org/10.1016/0167-7152(93)90200-3.
Weisberg, Sanford. 2013. Applied Linear Regression. 4th ed. Hoboken, NJ: John Wiley & Sons Inc.
Wikipedia. 2024. “Main Page.” https://en.wikipedia.org/w/index.php?title=Main_Page&oldid=1223300368.
Wolf, Hans Peter. 2019. Aplpack: Another Plot Package (Version 190512).” https://cran.r-project.org/package=aplpack.
Yeo, In-Kwon, and Richard A. Johnson. 2000. “A New Family of Power Transformations to Improve Normality or Symmetry.” Biometrika 87 (4): 954–59. https://www.jstor.org/stable/2673623.