Covariance of a squared random field
ID: covariance-of-a-squared-random-field
For , the covariance function is . It involves fourth moments and is not determined by the two-point correlation of in general. For a centered Gaussian pair the fourth-moment identity reduces it to . This extra Gaussian hypothesis must be stated before using that reduction.
New to topics? Read the docs here!