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When Running an Experiment, Suppose We Assume the Participants in the Experiment

Question 15

Multiple Choice

When running an experiment, suppose we assume the participants in the experiment are a random sample of the population. Let Yi be the outcome for individual i and let Di equal one if individual i receives the treatment and zero otherwise. What does the assumption of a random treatment imply?


A) YiDi=1 \overline {Y _ { i } \mid D _ { i } = 1} - YiDi=0 \overline {Y _ { i } \mid D _ { i } = 0} approximates E(Yi)
B) Yi\underline { Y _ { i }} approximates E(Yi|Di = 1) - E(Yi|Di = 0)
C) YiDi=1 \overline {Y _ { i } \mid D _ { i } = 1} - YiDi=0 \overline {Y _ { i } \mid D _ { i } = 0} = 0
D) Selection Bias = 0

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