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a. We'll need to use an instrumental variable if there is motive to consider that there's measurement mistake in an independent variable X or if there is reverse causation in between X and Y, i.e., X and Y are jointly determined. Measurement mistake in X will generally bias the approximated romantic relationship in between X and also the dependent variable Y toward 0 and the STATA homework help believed coefficient on X will be biased if X is endogenous.To become a sound instrument for STATA assignment help X, Z should be correlated with X but uncorrelated Using the regression error.

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