Let's say we are given measurements of some sort.
In many cases, it is safe to assume that noise is white noise, serially uncorrelated, and zero mean with some finite variance.
But in other cases, "red noise" exists such that the noise is correlated in time. What does one do in this case? Perhaps a Gaussian Process could be used?
What methods exist to characterize spatially-correlated noise?