Sage Stafford and Dan Wright (both AQUA; Education) published "Rank-Poisson Transformation for Use with Count Data in Poisson Regression" in Applied Math. Count data are common in the educational, medical, social, and physical sciences. We examined different transformations and approaches when the data were not distributed Poisson.