Office: AUST 319
Phone: (860) 486-6142
Incomplete data analysis, Model selection and model averaging, Nonparametric and semi-parametric regression, Optimum experimental design, Sub-sample methods for big data
- 2019. More Efficient Estimation for Logistic Regression with Optimal Subsample. Journal of Machine Learning Research, 20(132):1-59
- (With M. Yang and J. Stufken) 2019. Information-Based Optimal Subdata Selection for Big Data Linear Regression. Journal of the American Statistical Association, 393-405.
- (With R. Zhu and P. Ma) 2018. Optimal Subsampling for Large Sample Logistic Regression. Journal of the American Statistical Association, 829-844.
- (With X. Zhang, Y. Ma, and R.J. Carroll) 2017. Linear Model Selection when Covariates Contain Errors. Journal of the American Statistical Association, 1553-1561.