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Johns Hopkins University: R Programming

Johns Hopkins University 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