Costs of Production in Healthcare
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If we omit X, the error term in the misspecified model becomes (β₂X + u). The OLS estimator of the constant will be unbiased for β₁ only if X has zero mean in the sample, because then the omitted variable bias term vanishes. In general, omission causes bias.
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