Another approach to determining the lag size is to use the Average Nearest Neighbor tool to determine the average distance between points and their nearest neighbors. This provides a reasonably good lag size as every lag will have at least a few pairs of points in it. The Average Nearest Neighbor tool is located in Spatial Statistics tools, under Analyzing Patterns. An example of the use of this tool is shown below.