I am broadly interested in developing likelihood-based and Bayesian methods for various statistical problems with strong theoretical support. Specifically, I have been focusing on likelihood-based inference for network data, theory and methods for high-dimensional data, Bayesian nonparametrics, and Bayesian methods for computer experiments and uncertainty quantification. On the application side, I am also interested in designing new Bayesian methods for computational biology.
Interests:
- High-dimensional statistics
- Network analysis
- Bayesian statistics
- Computer models
