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comparison of interest [59] (e.g., between California and Colorado) so that we could
                   examine whether the predicted difference between two different levels was statistically
                   significant.  If we saw similar results across multiple models of the data, we flagged this
                   as an opportunity for investigation and performed a qualitative inspection of the patent
                   populations to determine what may be the root causes of the differences.










































































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