Research Interests

Causal inference; instrumental variables; applications in public health and medicine; statistical programming; data visualization; data mining and predictive modeling

Featured Publications

• Lehmann, Douglas, Li, Yun, Saran, Rajiv and Yi Li (2016), "Strengthening Instrumental Variables Through Weighting," Statistics in Biosciences, DOI:10.1007/s12561-016-9149-9

Teaching and Professional Experience

• Assistant Professor of Professional Practice, Management Science, Miami Herbert Business School, 2016 - Present

Specialties

• Instrumental variables
• Statistical applications in public health and medicine
• Statistical programming
• Data visualization
• Data mining
• Predictive modeling

Degrees

• Ph.D., Biostatistics, University of Michigan, 2016
• M.A., Economics and Statistics, University of Missouri, 2010
• B.S., Economics and Statistics, University of Missouri, 2008

Additional Links

• Doug Lehmann: Big Data Wiz and Miami Herbert Professor (Video)