Towards better microsleep predictions in fatigued drivers: Exploring benefits of personality traits and IQ

Hidalgo Gadea, Guillermo; Kreuder, Annika; Krajewski, Jarek; Vorstius, Christian

https://doi.org/10.1080/00140139.2021.1882707

This Repository contains the source code for the complete R analysis conducted. If you have any questions please contact the first author.

Appendix B

Following libraries are used for this analysis (see R script):

• Attali, D., & Baker, C. (2019). ggExtra: Add Marginal Histograms to 'ggplot2', and More 'ggplot2' Enhancements. R package version 0.9. https://CRAN.R-project.org/package=ggExtra
• Behrendt, S. (2014). lm.beta: Add Standardized Regression Coefficients to lm-Objects. R package version 1.5-1. https://CRAN.R-project.org/package=lm.beta
• Fox, J., & Weisberg, S. (2019). An {R} Companion to Applied Regression, Third Edition. Thousand Oaks CA: Sage. URL: https://socialsciences.mcmaster.ca/jfox/Books/Companion/
• Gordon, M., & Lumley, T. (2019). forestplot: Advanced Forest Plot Using 'grid' Graphics. R package version 1.9. https://CRAN.R-project.org/package=forestplot
• Kassambara, A. (2020). ggpubr: 'ggplot2' Based Publication Ready Plots. R package version 0.2.5. https://CRAN.R-project.org/package=ggpubr
• Mair, P., & Wilcox, R. R. (2019). Robust Statistical Methods in R Using the WRS2 Package Behavior Research Methods, Forthcoming
• Mangiafico, S. (2020). rcompanion: Functions to Support Extension Education Program Evaluation. R package version 2.3.25. https://CRAN.R-project.org/package=rcompanion
• Revelle, W. (2019) psych: Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA, https://CRAN.R-project.org/package=psych Version = 1.9.12.
• Robinson, D., & Hayes, A. (2020). broom: Convert Statistical Analysis Objects into Tidy Tibbles. R package version 0.5.5. https://CRAN.R-project.org/package=broom
• Maechler, M., Rousseeuw, P., Croux, C., Todorov, V., Ruckstuhl, A., Salibian-Barrera, M., Verbeke, T., Koller, M., Conceicao, E. L. T., & Palma, M. A. di. (2021). robustbase: Basic Robust Statistics. http://robustbase.r-forge.r-project.org/
• Venables, W. N. & Ripley, B. D. (2002) Modern Applied Statistics with S. Fourth Edition. Springer, New York. ISBN 0-387-95457-0
• Warnes,G. R., Bolker, B., Lumley, T., & Johnson, R.C. (2018). gmodels: Various R Programming Tools for Model Fitting. R package version 2.18.1. https://CRAN.R-project.org/package=gmodels
• Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016.
• Wickham, H. (2007). Reshaping Data with the reshape Package. Journal of Statistical Software, 21(12), 1-20. URL http://www.jstatsoft.org/v21/i12/.