In the illustration, the conventional regression analysis revealed only average results across all children, the error variance was quite large, and R2 was quite small in comparison to the results of linear regression mixture analysis. For instance, the error variance was close to zero and R2 was 0.94 for Class 3, indicating a good fit between the model and the data from these individuals.