if x and y are independent then r=0
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The correlation coefficient is a measure of the linear relationship between the two variables.
If r=0, this implies that there is no linear relationship between the two variables but there may be some other non-linear relationship.
X and Y are independent, normally distributed random variables with mean 0 and variance 1.
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