Now that you've got a good sense of how to "speak" R ... graph in Figure 1, but without the regression line which will be added shortly. [Click on image for larger view.] Figure 1. Predicting Income ...

Take a look at the graph below to see a graphical depiction ... The major outputs you need to be concerned about for simple linear regression are the R-squared, the intercept (constant) and ...