Explain the purpose of simple linear regression and scatter diagrams. Please provide a simple linear regression model and define each variable used.

  1. What benefit does a variable provide when developing and examining models?
  2. Explain the purpose of simple linear regression and scatter diagrams. Please provide a simple linear regression model and define each variable used.
  3. Describe multiple regression analysis and discuss potential uses for this model