
Imagine a problem with a spatial component
http://www.bisolutions.us/A-Brief-Introduction-to-Spatial-Regression.php

This example is obviously a dramatization, but nonetheless, in many spatial problems points which are close together have similar values

![](http://www.bisolutions.us/web/graphic/spacial_regression_009.gif)
