Programming Fundamentals Using R

Instructure: Charlie Belinsky

Class Structure

• Basic Programming

  • 1-1 RStudio Projects
  • 1-2 Variables
  • 1-3 Mathematical Operations
  • 1-4 Debugging
  • 1-5 Strings and Outputs
  • 1-6 Outputs
  • 1-7 Conditional Operators
  • 1-8 if-Else Operators
  • 1-9 Multiple Conditions
  • 1-10 Multiple Conditions on Multiple Variables

• Data Programming

  • 2-1 File Inputs
  • 2-2 Subset Operations
  • 2-3 Sequences and For Loops
  • 2-4 Iterations and State Variables
  • 2-5 Vector Operations and NA
  • 2-6 Vectors and Data Frames
  • 2-7 Plotting I
  • 2-8 Functions I
  • 2-9 Plotting II
  • 2-10 Functions II

• Statistical Programming

  • 3-1 Packages
  • 3-2 Data Frame Manipulation
  • 3-3 Matrices
  • 3-4 T-tests and ANOVAs
  • 3-5 Sampling
  • 3-6 Linear Regressions
  • 3-7 Conditional Subsetting
  • 3-8 Multiple Condition Subsets