ABSTRACT
The purpose of this Appendix is three-fold: first, to give a detailed proof of the eigenvalue formula solution for the k-circulant that has been used crucially in the book; second, to briefly define and explain some of the background material in probability theory that was needed in the main text; finally, to state a few technical results from the literature that have been used repeatedly in the proofs of our results.
