I am trying to test the spatial autocorrelation in some binary data (i.e. if presence at a point that is near to another is more likely that one which is further away). The data has multiple sites and repeated measures for each site (daily). I’m not interested in testing the autocorrelation between these points, but rather between sites. I’m not sure whether I need to integrate a temporal component to this (currently in the example below it’s not included).