Publications

• Zhang, C., Xue, L., Chen, Y., Lian, H. and Qu, A. (2025) Local signal detection on irregular domains with generalized varying-coefficient models, Journal of the American Statistical Association, To appear. (Link)
• Zhu, T., Xue, L., Tekwe, C., Diaz, K., Benden, M., and Zoh, R. (2025) Clustering functional data with measurement errors: a simulation-based approach, Statistics in Medicine, To appear.
• Zoh, R., Luan, Y., Allison, D., Xue, L. and Tekwe, C. (2025) Bayesian semi-parametric scalar-on-function regression (SoFR) with measurement error using instrumental variables. Statistics in Medicine, To appear.
• Zheng, J., Wang, J., Xue, L. and Qu, A. (2025) Semiparametric estimation of non-ignorable missingness with refreshment sample. Statistica Sinica, 35, 131-150.
• Zhu, T. , Gamble, L., Klapman, M., Xue, L. and Lesser, V. (2023) Using Auxiliary Information in Probability Survey Data to Improve Pseudo-Weighting in Non-Probability Samples: A Copula Model Approach. Journal of Survey Statistics and Methodology, smad032.
Chen, Y., Xue, L., Jung, J., Kim, M. (2023). Administrative Cost of US Counties and Local Context Dependence. Review of Regional Studies, 53, 59–79. (Best Paper Award, Review of Regional Studies)
Zhang, M., Xue, L., Tekwe, C., Bai, Y. and Qu, A. (2023) Partially functional linear quantile regression with measurement errors. Statistica Sinica, 33, 2257-2280.
Fang, Y., Xue, L., Martins-Filho C. and Yang, L. (2022) Robust Estimation of Additive Boundaries With Quantile Regression and Shape Constraints. Journal of Business and Economic Statistics, 40, 615-628.
Xue, L., Shu, X. and Qu, A. (2020) Dynamic model selection of time-varying network. Statistica Sinica, 30, 251-284.
James, A., Xue, L. and Lesser, V. (2019) Information criterion for nonparametric model-assisted survey estimators, Journal of Survey Statistics and Methodology, 7, 398-421. (SRMS travel award paper)
Zheng, X., Xue, L. and Qu, A. (2018) Time-varying correlation structure estimation and local-feature detection for spatio-temporal data. Journal of Multivariate Analysis, 168, 221-239.
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.
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. (Link)
Xue, L. and Qu, A. (2012). Variable selection in high-dimensional varying-coefficient models with global optimality. Journal of Machine Learning Research, 13, 1973-1998.
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. (Link)
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. (2009), "Consistent variable selection in additive models," Statistica Sinica, 19, 1281-1296. (Link)
Yang, L., Park, B. U., Xue, L. and H¨ardle, W. (2006) Estimation and testing for varying coefficients in additive models with marginal integration. Journal of the American Statistical Association, 101, 1212-1227. (Link)
Xue, L., Yang, L. (2006) Additive coefficient modeling via polynomial spline. Sta- tistica Sinica, 16, 1423-1446. (Link)