I am learning the concepts of covariance and covariance matrix. It seems to me that:
Cov(x, y) = E((x - E(x))(y-E(y))) = E((y-E(y))(x-E(x))) = Cov(y,x)
Is that the case? If so, why do we need to write them in two different formats in the Cov matrix.