Statistical Models Answer the Fundamental Clinical Question and Provide Clinical Trial Estimands

Goals and estimands should flow from the study design while respecting the lack of exchangeability of the participants and leading to estimators with data-verifiable assumptions. Statistical models are approximations of reality. It is not rational to fear transparent assumptions required by them. Avoiding models will almost surely lead to worse results. It is impossible to model an individual…