Doug Lehmann
Associate Professor of Professional Practice, Management Science; and Director, MS in Business Analytics Program
Research Interests
Causal inference; instrumental variables; applications in public health and medicine; statistical programming; data visualization; data mining and predictive modeling
Featured Publications
Dharmarajan, Sai, Li, Yun, Lehmann, Douglas, and Douglas Schaubel (2020), "Weighted Estimators of the Complier Average Causal Effect on Restricted Mean Survival Time with Observed Instrument-Outcome Confounders," Biometrical Journal, https://doi.org/10.1002/bimj.201900284.
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
- Associate Professor of Professional Practice, Management Science, Miami Herbert Business School, 2020 - Present
- Assistant Professor of Professional Practice, Management Science, Miami Herbert Business School, 2016 - 2020
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
