Question

If two variables have a negative correlation, can they have a positive covariance?

Answer 1

Not at all; Correlation Coefficient ( Karl Pearson) is given by r = Cov(X, Y) / `sigma_x` `sigma_y` . Both `sigma_x` and `sigma_y`are positive. So r is negative if and only if Cov(X, Y) is negative.