The correct choice is (a) Their covariance is 0
The best I can explain: The covariance of two random variables x i and x j given by: E [(x i – m i) (x j – mj)], E {.} is expected value of the argument and m is the mean. If this covariance turns out to 0, the variables are uncorrelated.