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If a Scatter Plot of Variables X and Y Shows

Question 107

Multiple Choice

If a scatter plot of variables X and Y shows a trend that can be summarized to a large degree by a straight line with slope 0.8 and y-intercept 0.2 (i.e., Y = 0.2 + 0.8X) , then the correlation coefficient between X and Y is ______.


A) 0.8, and there is a causal relation between X and Y (either X causes Y or Y causes X)
B) 0.2, and there is a causal relation between X and Y (either X causes Y or Y causes X)
C) 0.8, but there is no causal relation between X and Y
D) 0.2, but there is no causal relation between X and Y
E) 0.8, and there may be a causal relation between X and Y, but not necessarily

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