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effect is between +1.96% and +2.12%. This is far better than the naive OLS estimate (green bar), which gives us a biased estimate of the true effect, and with misleadingly narrow confidence bands. However, IV done wrong can be just as misleading as OLS — if not more! When we use a weak instrument