1) Please explain the differences in answering the following question: What is the interpretation of the coefficient of determination in a simple linear regression model? vs. What is the interpretation of the coefficient of multiple determination? Solution the coefficient of determination R2 is used in the context of statistical models whose main purpose is the prediction of future outcomes on the basis of other related information..