About me
I am a postdoctoral fellow in the Department of Statistics at Harvard University, working with Professor Susan Murphy. I received my Ph.D. in Biostatistics and Health Data Science from the Duke-National University of Singapore Medical School, where I was advised by Professor Bibhas Chakraborty. Earlier, I earned my Master's degree in Biostatistics and Bachelor's degree in Medicine and Applied Mathematics from Peking University.
Research Interest
I develop statistical and machine learning methods for impactful applications in digital health. My primary research interests include:
Contextual bandits and Reinforcement learning
Longitudinal data analysis and Causal Inference
Design and analysis of experiments
Just-in-time adaptive intervention
Contact
Email: xueqing_liu [at] fas.harvard.edu