I taught myself something about autocorrelation matrices

I taught myself something about autocorrelation matices in a book on spatial statistics. I learned a response variable being spatially dependent on near by observations. There are a number of ways of looking at or modeling this spatial dependence. Nearest neighbour is one technique.