Professor
Perelman School of Medicine, University of Pennsylvania
Biography
Dr. Long served as Dr. Safo's co-mentor from 2016-2017. The thrust of Dr. Long's research is to advance statistical methodology and data analytics in medicine and public health with keen interests in precision medicine and implementation science and in big data.
Research interests in statistical methodology: big data methods (with application to omics data and electronic health record data); predictive modeling; missing data; causal inference; Bayesian methods and modeling; functional data analysis; clinical trials; nonparametric and semiparametric methods.
Research interests in subject-matter applications: cancer; cardiovascular diseases; diabetes; mental health; stroke.