Recent Publications

Zhao, H., Wu, Q., Li, G. and Sun, J. (2020). Simultaneous Estimation and Variable Selection for Interval-Censored Data with Broken Adaptive Ridge Regression. Journal of the American Statistical Association, 115, 204-216.

Li, S., Hu., T., Zhao, S. and Sun, J. (2020). Regression Analysis of Multivariate Current Status Data with Semiparametric Transformation Frailty Models. Statistica Sinica, 30, 1117-1134.

Li, S., Wu, Q. and Sun, J. (2021). Penalized Estimation of Semiparametric Transformation Models with Interval-censored Data and Application to Alzheimers Disease. Statistical Methods in Medical Research, 29, 2151-2166.

Wang, P., Li, D. and Sun, J. (2021). A Pairwise Pseudo-likelihood Approach for Left- truncated and Interval-censored Data under the Cox Model. Biometrics, 77, 1303-1314.

Du, M., Zhao, H. and Sun, J. (2021). A Unified Approach to Variable Selection for Coxs Proportional Hazards Model with Interval-Censored Failure Time Data. Statistical Methods for Medical Research, 30, 1833-1849.

Sun, D., Zhao, H. and Sun, J. (2021). Regression Analysis of Asynchronous Longitudinal Data with Informative Observation Processes. Computational Statistics and Data Analysis, 157, Article 107161.

Du, M and Sun, J. (2022). Variable Selection for Interval-Censored Failure Time Data. International Statistical Review, 90, 193-215.

Yi, F., Tang, N. and Sun, J. (2022). Simultaneous Variable Selection and Estimation for Joint Models of Longitudinal and Failure Time Data with Interval Censoring. Biometrics, 78, 151-164.

Zhang, J., Du, M., Liu, Y. and Sun, J. (2023). A New Model-free Feature Screening Procedure for Ultrahigh-dimensional Interval-censored Failure Time Data. Statistica Sinica, 33, 1809-1830.

Guo, Y., Sun, D. and Sun, J. (2023). Regression Analysis of Panel Count Data with Both Time-dependent Covariates and Time-varying Effects. Statistica Sinica, 33, 961-981.

Lou, Y., Wang, P. and Sun, J. (2023). Inference on Semi-parametric Transformation Model with A Pairwise Likelihood Based on Left-truncated and Interval-censored Data. Journal of Nonparametric Statistics, 35, 38 - 55.

Lou, Y., Wang, P. and Sun, J. (2023). A Semi-parametric Weighted Likelihood Approach for Regression Analysis of Bivariate Interval-censored Outcomes from Case-cohort Studies. Lifetime Data Analysis, 29, 628-653.

Wu, Y., Zhao, H. and Sun, J. (2023). Group Variable Selection for Cox Model with Interval-censored Failure Time Data. Biometrics, in press.