معرفی
Alyssa Carlson is an Assistant Professor and Director of Inclusion in the Department of Economics at the University of Missouri's College of Arts and Science. Her research focuses on econometric methodology, particularly addressing sample selection bias, heteroskedasticity, and panel data modeling. She has developed widely used Stata modules like gtsheckman for generalized Heckman selection models.
Education: Not explicitly stated in available texts.
Research Interests: Dr. Carlson specializes in advancing econometric techniques to handle complex data structures. Her work emphasizes correcting biases in observational studies, integrating machine learning with traditional econometrics, and developing robust estimation strategies for nonlinear models. She has applied these methods to health economics and renewable energy policy analyses.
Recent Research Trends: Her publications (2023-2025) highlight methodological innovations in Heckman selection models, dynamic panel data analysis, and machine learning bias mitigation. She frequently examines heterogeneity and heteroskedasticity in econometric frameworks.
Labs/Teams: No specific lab or team affiliations listed, though her work suggests collaboration with computational and applied econometric networks.
