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10. Consider the following scatterplot of two variables X and Y 0.25 020 0.15 0.10 005 0.00 00 02 04 06 0S 1.0 We may conclude that the correlation between X and Y: O must be close to -1 because there is nearly a perfect relationship between them, but it is not a straight line relationship. O is close to o. O must be close to 1 because there is nearly a perfect relationship between them. O could be any number between -1 and +1. Without knowing the actual values, we can say nothing more.
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We may conclude that the correlation between X and Y could be any number between 1 and -1 . Without knowing he actual values, we can say nothing more. Because small values of X represent negative correlation and large values of X represent positive correlation. Hence, option(D) is correct.

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