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Is an F- statistic used to test the global hypothesis in multiple regression? What is a residual? What does the sign (+ or -) in

Is an F- statistic used to test the global hypothesis in multiple regression? What is a residual? What does the sign (+ or -) in correlation mean? Pearson Correlation requires what type of scale? What does a correlation of .70 mean

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