In a recent article by Robert Reilly and Casey Karlsen of Willamette Management Associates, a number of sources were mentioned for identifying arm’s-length intellectual property royalty rate data. The sources mentioned are: ktMINE, RoyaltySource, RoyaltyRange, RoyaltyStat, IntangibleSpring, and Markables. The article, which appeared in les Nouvelles,the journal of the Licensing Executives Society, is titled “Intellectual Property Valuations for License and Other Transfer Purposes Part 1.”