R — the interpreter can be installed on any operation system. For Linux, you should use the r-cran packages supplied for your Linux distribution. If you use Ubuntu, this is one of many starting points. If you use Windows, you could install R from the official CRAN web page.
R Studio — we recommend to use R Studio for (interactive) programming with R. You can download R Studio from the official web page.