Views
Philosophical issues do arise when there is an opportunity to constrain the uncertainty in predicted variables by calibrating or conditioning on observed data. This requires a decision about how to evaluate and treat the error between observed and predicted variables. A Code of Practice should only require, however, that whatever choice of approach that is made is justified by an examination of whether the assumptions of that approach are valid for a particular application.