The sample correlation between two variables X and Y is calculated to be 0.43.  Which statement below is correct?   a. The proportion of the variance in Y that is explained by the linear relationship between X and Y is 0.57.   b.Since the sample correlation coefficient suggests a moderate positive linear association then there cannot be a nonlinear relationship between X and Y.   c.The proportion of the variance in X that is explained by the linear relationship between X and Y is 0.43.   d. Even though the sample correlation coefficient suggests a moderate positive linear association it may be the case that there is a nonlinear relationship between X and Y.

MATLAB: An Introduction with Applications
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The sample correlation between two variables X and Y is calculated to be 0.43.  Which statement below is correct?
 
a. The proportion of the variance in Y that is explained by the linear relationship between X and Y is 0.57.
 
b.Since the sample correlation coefficient suggests a moderate positive linear association then there cannot be a nonlinear relationship between X and Y.
 
c.The proportion of the variance in X that is explained by the linear relationship between X and Y is 0.43.
 
d. Even though the sample correlation coefficient suggests a moderate positive linear association it may be the case that there is a nonlinear relationship between X and Y.
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