Ming Xie has over 15 years of experience extracting meaningful data from large administrative claims databases such as Medicaid, Medicare and private insurance for statistical analysis using SAS and other data manipulation, analysis software/tools. She received her master’s degree in Applied Statistics from Villanova University in 2004.