Background
RStudio makes R easier to use through a graphical interface, makrdown and RMarkdown for Reproducible Research and Dynamic Documents for R.
See resources for class materials, workshops offerings and free books on this post: R courses and tutorials. Classic, Tidyverse, Data Wrangling, ggplot2
Tutorials
TUTORIAL 1 – R / RStudio: creating reports for “reproducible research”
(last updated: May 2, 2017; October, 18, 2018)
In class short hand out (rendered ipython jupyter notebook)
This tutorial is split amongst multiple files.
- Using RStudio I: HTML, DOCX, PDF
- Using RStudio II: HTML, DOCX, PDF
- Using RStudio III: HTML, DOCX, PDF
- Freddie Report 01 -visible R code: HTML, DOCX, PDF, Rmd (.txt), Rmd, R chunks
- Freddie Report 02 – (no visible R code): HTML, DOCX, PDF, Rmd (.txt), Rmd, R chuncks
- Challenge: Freddie has more data: CSV, DOCX, PDF
External link resource(s):
- Creating Dynamic Documents with RMarkdown and Knitr
- Using R Markdown for Class Reports (Porf. Cosma Shalizi – CMU Statistics – Carnegie Mellon University)
- initial steps toward reproducible research (Prof. Karl Broman tutorials)
- R for Reproducible Scientific Analysis (software carpentry)
- R for Researchers (Social science computing cooperative, UW Madison)
REFERENCES:
- Studio Team (2015). RStudio: Integrated Development for R. RStudio, Inc., Boston, MA. URL: rstudio.com .