On the limitations of causal inference with current-treatment Cox models

Mark B. Knudsen, Erin E. Gabriel, Torben Martinussen +2

Cox models with time-varying treatments often include only the current treatment level. Translating such a model into causally meaningful intervention-specific survival probabiliti…