Question

How does multiple regression differ from simple regression and

how do you decide which one to use?

Answer 1

In simple regression, you model the relationship between the dependent variable and one independent variable.

In multiple regression, you model the relationship between the dependent variable and multiple independent variables.

The number of independent variables will help you decide the type of regression.