Achievements to Unlock

  • Achievement 1: Using exploratory data analysis to learn about the data before developing a linear regression model
  • Achievement 2: Exploring the statistical model for a line
  • Achievement 3: Computing the slope and intercept in a simple linear regression
  • Achievement 4: Slope interpretation and significance (b1, p-value, CI)
  • Achievement 5: Model significance and model fit
  • Achievement 6: Checking assumptions and conducting diagnostics
  • Achievement 7: Adding variables to the model and using transformation