A2 October 2020 Q3
3. Below are 3 sketches from some students of the residuals from their linear regressions of \(y\) on \(x\).

For each sketch you should state, giving your reason,
(i) whether or not the sketch is feasible
and if it is feasible
(ii) whether or not the sketch suggests a linear or a non-linear relationship between \(y\) and \(x\). (6)
| Scheme | Marks | AO |
|---|---|---|
| I (Is feasible as a residual plot but) probably a non-linear relationship | B1 | 2.2b |
| Since the residuals are not randomly scattered about zero | B1 | 2.4 |
| II Impossible as a residual plot | B1 | 2.2a |
| Since the residuals do not sum to zero | B1 | 2.4 |
| III (Is feasible as a residual plot) and probably a linear relationship | B1 | 2.2b |
| Since the points are randomly scattered about zero | B1 | 2.4 |
| (6) | ||
| (6 marks) |
Notes
I: 1st B1 for stating possibly non-linear (allow a suitable sketch)
2nd B1 for a suitable comment (e.g. follow a systematic pattern)
II: 1st B1 for stating not feasible as a residual plot
2nd B1 for a correct reason
III: 1st B1 for stating probably a linear relationship
2nd B1 for a suitable supporting reason