True or False: A zero population correlation coefficient between a pair of random variables means that there is no linear relationship between the random variables.

Answer 1

True. A zero population correlation coefficient indicates that there is no linear relationship between the pair of random variables. However, it is important to note that this does not imply that there is no relationship at all; there could still be a nonlinear relationship. The correlation coefficient specifically measures the strength and direction of a linear relationship.