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a regression equation that has the highest R2 is

From a management policy perspective, which regression result is the most useful?
a regression equation that passes the F-test.
a regression equation whose explanatory variables all passed the t-test.
a regression equation that has the highest R2.
a regression equation that has the least number of dummy variables.

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This job emphasizes a regression equation that has the highest R2.

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