This page contains references that may interest you if you wish to explore an issue further. None of these is required.

Schabenberger and Gotway, Statistical Methods for Spatial Data Analysis (on reserve in Parks library) has all the details and many derivations of results presented in class. I'll refer to that as S&G in these notes