Final answer:
If the correlation between two sets of scores is 0, the best prediction of Y for any given value of X would be Y bar.
Step-by-step explanation:
In this case, if the correlation between two sets of scores is 0, it means there is no linear relationship between the variables X and Y. Therefore, the best prediction of Y for any given value of X would be using the mean or average of Y, which is represented by Y bar.