Product Association Rules Using R

Nice DSC article by Gregory Choi  that relates directly to retail purchasing. How do I mine for associations in purchasing based on past buying data?  Could be used to put together bundles for possible co marketing. This uses the old and overworked  'diapers and beer' example.  Using R as an sample methodology.