Johns Hopkins University: R Programming

INSTRUCTORS

Instructors: Roger D. Peng

In this course you will learn how to program in R and how to use R for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment, discuss generic programming language concepts as they are implemented in a high-level statistical language. The course covers practical issues in statistical computing which includes programming in R, reading data into R, accessing R packages, writing R functions, debugging, and organizing and commenting R code. Topics in statistical data analysis and optimization will provide working examples.

Course include

• Overview of R, R data types and objects, reading and writing data
• Control structures, functions, scoping rules, dates and times
• Loop functions, debugging tools
• Simulation, code profiling