What is the main difference between linear regression and multiple regression? Linear regression models the relationship between two (2) variables, while multiple regression models the relationship between one (1) dependent variable and two (2) or more independent variables. Multiple regression has only one (1) dependent variable, while linear regression has several. Linear regression has only one (1) independent variable, while multiple regression has several. There is no difference, they are interchangeable terms