R
-related ResourcesThis webspace is intended as a collection of resources for programmatically conducting scientific research, with an emphasis on the R
Statistical Computing Environment (R Core Team, 2016b, 2016a). Please be advised that this is a project that is still under development, and therefore is (a) only minimally organized, and (b) highly likely to evolve in the near future. In the meantime, please feel free to browse and the resources available here, and, if you are so inclined, feel free to send feedback to rms7@pdx.edu.
My Dropbox Library of R (and others) Related Resources: “# R_Refs”. If you are looking for a statistical computing library, I have collected various resources for R
, MPlus
, SPSS
, & SAS
(but mostly R
), as well as for programmatic typsetting with tools such as Markdown
, LaTeX
, HTML
, & CSS
. These resources are available in the above-linked Dropbox folder and consist of articles, package documentations/manuals, tutorials, reference/cheat sheets, example data, and example syntax. The folder is updated regularly and suggestions for additional content areas are welcome via the Dropbox Paper
file “Additional-Content-Requests (R-Refs)”.
This document was created using R-v3.3.3 (R Core Team, 2016b), and the following R-packages:
base-v3.3. (R Core Team, 2016b), bibtex-v0.4. (Francois, 2014), dplyr-v0.7. (Wickham & Francois, 2015), extrafont-v0.17. (Chang, 2014), knitr-v1.16. (Xie, 2015), pander-v0.6. (Daroczi & Tsegelskyi, 2015), plyr-v1.8. (Wickham, 2011), rmarkdown-v1.5. (J. Allaire et al., 2016), scales-v0.5. (Wickham, 2016a), tidyr-v0.7. (Wickham, 2016b), kableExtra-v0.2. (Zhu, 2016), tufte-v0.2. (Xie & Allaire, 2016), devtools-v1.13. (Wickham & Chang, 2016), sysfonts-v0.5. (Qiu & others, 2015), showtext-v0.4. (Qiu, 2015), Riley-v0.1. (Smith-Hunter, 2017), and stats-v3.3. (Team & worldwide, 2017)
Allaire, J., Cheng, J., Xie, Y., McPherson, J., Chang, W., Allen, J., … Hyndman, R. (2016). rmarkdown: Dynamic documents for R. Retrieved from https://CRAN.R-project.org/package=rmarkdown
Chang, W. (2014). extrafont: Tools for using fonts. Retrieved from https://CRAN.R-project.org/package=extrafont
Daroczi, G., & Tsegelskyi, R. (2015). pander: An R pandoc writer. Retrieved from https://CRAN.R-project.org/package=pander
Francois, R. (2014). bibtex: Bibtex parser. Retrieved from https://CRAN.R-project.org/package=bibtex
Qiu, Y. (2015). showtext: Using fonts more easily in RGraphs. Retrieved from https://CRAN.R-project.org/package=showtext
Qiu, Y., & others. (2015). sysfonts: Loading system fonts into R. Retrieved from https://CRAN.R-project.org/package=sysfonts
R Core Team. (2016a). R language defintion (v 3.3.1 (2016-06-21)). Vienna, Austria: The R Foundation for Statistical Computing.
R Core Team. (2016b). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from https://www.R-project.org/
Smith-Hunter, R. (2017). Riley: A developing package of r functions for (community-based) psychology research. Retrieved from https://github.com/EccRiley/Riley
Team, R. C., & worldwide. (2017). The R stats package. Retrieved from http://www.r-project.org/
Wickham, H. (2011). The split-apply-combine strategy for data analysis. Journal of Statistical Software, 40, 1–29. Retrieved from http://www.jstatsoft.org/v40/i01/
Wickham, H. (2016a). scales: Scale functions for visualization. Retrieved from https://CRAN.R-project.org/package=scales
Wickham, H. (2016b). tidyr: Easily tidy data with spread() and gather() functions. Retrieved from https://CRAN.R-project.org/package=tidyr
Wickham, H., & Chang, W. (2016). devtools: Tools to make developing RPackages easier. Retrieved from https://CRAN.R-project.org/package=devtools
Wickham, H., & Francois, R. (2015). dplyr: A grammar of data manipulation. Retrieved from https://CRAN.R-project.org/package=dplyr
Xie, Y. (2015). Dynamic documents with R and knitr (2nd ed.). Boca Raton, Florida: Chapman; Hall/CRC. Retrieved from http://yihui.name/knitr/
Xie, Y., & Allaire, J. (2016). tufte: Tufte’s styles for Rmarkdown documents. Retrieved from https://CRAN.R-project.org/package=tufte
Zhu, H. (2016). kableExtra: Decorate kable output using pipe syntax. Retrieved from https://github.com/haozhu233/kableExtra
Tufte CSS
theme by Dave Liepmann & Edward Tufte