Business analytics; quantitative modeling; network analysis; text analysis
Current Research Interest
Create and apply data mining and machine learning techniques for economic problems; monitoring and characterizing financial markets; leveraging online reviews; de-anonymizing anonymous online content
Big Data Grant, National Science Foundation
Brunetti, Celso, Jeffrey H. Harris, Shawn Mankad, and George Michailidis. “Interconnectedness in the Interbank Market.” Journal of Financial Economics 133, no. 2 (2019): 520-538.
Mankad, Shawn, Shengli Hu, and Anandasivam Gopal. “Single Stage Prediction with Embedded Topic Modeling of Online Reviews for Mobile App Management." Annals of Applied Statistics 12, no. 4 (2018): 2279-2311.