How does a multiple regression compare with a simple linear regression?

  • How does a multiple regression compare with a simple linear regression?
  • What are the various ways to determine what variables should be included in a multiple regression equation?
  • Compare and contrast the following processes: forward selection, backward elimination, and stepwise selection.