Mathematics, 18.02.2020 03:01 bellad0124outlookcom
Suppose you have a binary randomized controlled experiment designed to measure the causal effect of X on Y. Let the control group be identified by X = 0 and the treatment group by X= 1.
The differences–of–means estimator, denoted by E(Y∣X=1)−E(Y∣X=0), is an estimator of the causal effect of X on Y because the
differences–of–means estimator estimates:
A.
the change in the expectation of Y as result of an observation being in the treatment group as opposed to the control group.
B.
the expectation of Y for observations within the control group.
C.
the expectation of Y for observations within the treatment group.
D.
All of the above.
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