In a Randomized Controlled Trial (RCT), let ?^1 be the coefficient of Di, a binary variable equal to 1 if person i is randomly selected to get the treatment and 0 otherwise, in the regression of an outcome Yi on a constant and Di. Should we expect ?^1 to be close to the average treatment effect on the treated (ATT)?