I would like to thank everyone who responded to my posting - all of the responses were helpful. I was interested in calculating spatial autocorrelation coefficients for town-level data. In this case the data represents the relative abundances of tree species in the state of Massachusetts, USA. I have decided to convert the town polygons into centroids for the analysis since lag distances are more meaningful than adjacencies in this case. The recommendations I received include: Michael Batcher suggested a free program called Rook's Case http://www.uottawa.ca/academic/arts/geographie/lpcweb/sections1/software/sawsoft/usrmanul.htm this is a Microsoft Excel Add-in; it is very easy to use, and is what I will probably use when I do the analyses. Max Lu suggested S+ SpatialStatistics (an ArcView extension is available). http://www.insightful.com/products/arcview/arcviewfl.html He also suggested SpaceStat Once my office computer guru returns from vacation, I will look into S+ SpatialStatistics vs SpaceStat. Lionel Davoust uses R http://www.r-project.org/, which is a public domain version of S+. My office has S+ so I might as well go with the original version. Craig Hanson and Huizhen Niu use Luc Anselins SpaceStat; it looks like a powerful and easy to use program since it can link with ArcView. http://www.spacestat.com/ I am going to compare SpaceStat and S+ SpatialStatistics for later analyses... both look great. Ben Wheeler suggested a website http://ftp.ukbf.fu-berlin.de/sozmed/DismapWin.html I looked at it but found that the commercial packages are much simpler to use Again, Thanks to all who responded, Brian ___________________ Brian Hall PO Box 68 Harvard Forest Petersham, MA 01366 (978) 724-3302 ext 254 brhall@fas.harvard.edu ____________________