Retired software developer and statistician. Ph. D. from Yale University, 13 years on Yale faculty teaching econometrics. Then joined SPSS as a senior developer working on statistical and software issues and consulting with SPSS customers. Became part of IBM when IBM acquired SPSS in 2009. Retired from IBM at the end of 2015. Independent consulting on SPSS Statistics since then.