This is the first book to examine weakly stationary random fields and their connections with invariant subspaces (an area associated with functional analysis). It comprehensively reviews the current literature as well as presenting the central issues and most important results within this area. The manuscript is suitable for advanced Ph.D. students and researchers, especially those conducting research on Gaussian theory.