Lan Xue
Interim Department Head
Professor
Department of Statistics
Lan Xue
Interim Department Head
Professor
Department of Statistics
Research Interests
- Nonparametric Curve Estimation
- Polynomial Spline Soothing
- Model Selection
- Time Series Analysis
- Clustered/longitudinal Data Analysis
Education
Ph.D. Statistics, Michigan State University, 2005
B.S. Statistics, University of Science & Technology of China, 2000
College strategic research areas
Data SciencePublications
- Xue, L. (2009), "Variable selection in additive models," Statistica Sinica, 19, 1281-1296.
- Xue, L., Wang, L., and Qu, A. (2010), "Incorporating correlation for multivariate failure time data when cluster size is large," Biometrics, 66, 393-404.
- Xue, L., Qu, A., and Zhou, J. (2010), "Consistent model selection for marginal generalized additive model for correlated data," Journal of the American Statistical Association, 105, 1518-1530.
- Wang, L., Xue, L., Qu, A. and Liang, H. (2014), "Estimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates," Annals of Statistics, 42, 592-624.
- Yang, M., Xue, L., and Yang, L. (2016), "Variable selection for additive model via cumulative ratios of empirical strengths total," Journal of Nonparametric Statistics, 3, 595-616.
