Explain the purpose of simple linear regression and scatter diagrams.

Answer the following questions in 1 to 2 pages

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