Transformation of the response

It is much easier to interpret the parameters when parallel lines are fitted to different groups than when their slopes are different, but the data or the context may not justify such a simplification.

However parallel lines can sometimes be used after a nonlinear transformation is applied to the response.

Body fat and BMI