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Starting from the model summarized in Table 4, what happens if you add the explanatory variable State to the model? (Limit your estimation to the = 2,000 cases in the training sample.)

(a) Does the R2 increase by a statistically significant amount? Briefly interpret your result.

(b) Is any individual t-statistic for a dummy variable representing a state statistically significant at the 0.05 level? How does your answer depend on the choice of the baseline state?

(c) How might you refine the model that includes State?

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