A matrix whose element in row i and column j is the average value of (x_i - μ_I)(x_j - μj), where x_i and x_j are random variables with average values μ_i and μ_j, respectively. The elements along the main diagonal are called the variances of the corresponding variables; the elements off the main diagonal are called the covariances.