R Course Outline


History and Overview of R


Getting started with the R interface


R Nuts and Bolts


Getting Data In and Out of R



Using the readr Package


Using Textual and Binary Formats for Storing Data



Interfaces to the Outside World



Subsetting R Objects



Vectorized Operations



Dates and Times



Managing Data Frames with the dplyr package



Control Structures



Functions



Scoping Rules of R



Coding Standards for R


Loop Functions



Debugging



Profiling R Code



Simulation



Data Analysis Case Study: Changes in Fine Particle Air Pollution in the U.S