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What percentage of the variation in the response is explained by regressing onto the explanatory variable? Do we have reason to believe in a linear

What percentage of the variation in the response is explained by regressing onto the explanatory variable? Do we have reason to believe in a linear relationship between these variables? State the formal hypothesis test (and the conclusions).

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