Regardless of How Treatment Was Assigned, What Can Be Assumed

Multiple Choice

Regardless of how treatment was assigned, what can be assumed about what the difference in the average outcomes of the treated and untreated groups is equal to?

A) Effect of the treatment on the treated + Selection Bias
B) Effect of the treatment on the treated
C) Average treatment effect (ATE)
D) (ETT)