The data set consists of
- Response (dependent variable) for 's;
- 1st predictor (1st explanatory variable) for 's;
- 2nd predictor (2nd explanatory variable) for 's.
The prediction equation provides a fitted value
In model validation we look for a pattern, the indication of which suggests that the regression of choice is not a good model.