Presents a response by Donald B. Rubin regarding the discussions of Odd O. Aalen and Steffen L. Lauritzen on causal inference. Acknowledgement of the crucial role of statistics in many areas of empirical investigation into causal effects; Comments on modes of inference; Appreciation to the contributions of both discussants to the topic of causal interference with surrogate outcomes.