I am an Assistant Professor of Biostatistics at UMass Amherst. Prior joining the department, I was a postdoctoral fellow supervised by Professor Kosuke Imai, in the Department of Statistics and Department of Government at Harvard University, and in the Center for Statistics and Machine Learning and Department of Politics at Princeton University. I obtained my Ph.D. degree at Peking University, under the supervision of Professor Zhi Geng. I was a visiting student of Professor Tyler VanderWeele at Harvard T.H. Chan School of Public Health in 2013.
- Algorithmic fairness
- Instrumental variable approaches: latent confounders, identifiability
- Interference: spillover effect, contagious effect and infectiousness effect
- Measurement error and misclassification in causal inference
- Missing data: non-ignorable missing data mechanisms
- Principal stratification: non-compliance, surrogate, truncation-by-death
- Randomization-based analysis of experiments