Figure 1.2 Heteroscedasticity Figure 1.3 Model with a heteroscedastic disturbance term Figure shows how atypical scatter diagram would look if Y were an increasing function of X and the heteroscedasticity were of the type shown in Figure 1.2. It could be seen that, although the observations are not necessarily further away from the non- stochastic component of the relationship, represented by the line