hence the conclusions we can draw about the effects of the treatment are much less straightforward. We are not completely helpless though. Using statistics, we can attempt to control for pre-existing differences in age and initial disease severity. As we will see in due course, we can attempt to build a model which includes both treatment and initial disease severity as predictors of outcome. In doing so, we can attempt to estimate the unique effect of treatment on outcome. By considering only those differe