Essays on White Noise

In order to use statistical independence, two variables must be uncorrelated and have zero covariance. The covariance matrix of white noise vector w is an n by n diagonal matrix, and the element Rii represents the variance of component wi. The covariance matrix must also be unidimensional, meaning that its…