Consider a regression model where the continuous variable is regressed on a dummy variable , which takes the value either 1 or 0. However, the model was estimated using the instrumental variable (IV) estimation method, wherein the indicator variable is used as an instrument of .
Let:
and be the sample averages of when takes the value 1 and 0, respectively
and be the sample averages of when takes the value 1 and 0, respectively
and be the sample averages of when takes the value 1 and 0, respectively
and be the sample averages of when takes the value 1 and 0, respectively
Then the estimated coefficient of is
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