杨笑然，女，1997年9月出生，山东烟台人。博士，讲师。主要研究方向为生存分析，因果推断，联邦学习。
教育经历
2016.09--2020.06山东师范大学统计学专业获理学学士学位
2020.09--2025.07 对外经济贸易大学统计学专业获理学博士学位
主要论文
[1] Yang, X., Du, J., and Bai, F. (2022). Semiparametric inference of treatment effects on restricted mean survival time in two sample problems from length-biased
samples. Statistics and Probability Letters, 192, 109715.
[2] Bai, F., and Yang, X. (2023). Semiparametric estimation of restricted mean
survival time as a function of restriction time. Statistics in Medicine, 42(29),
5389-5404.
[3] Bai, F., Yang, X., Chen, X., and Wang, X. (2024). Inference for restricted mean survival time as a function of restriction time under length-biased sampling.
Statistical Methods in Medical Research, 33(9), 1610-1623.
[4] Yang, X., and Bai, F. (2024). Estimation of change-point in the covariate effects on restricted mean survival time. Communications in Statistics-Theory and
Methods, 54(11), 1-15.
[5] Bai, F., and Yang, X. (2025). Regression modeling of restricted mean survival time under length-biased sampling data. Communications in Statistics-Simulation and Computation.
[6] Lin, Y., Yang, X., and Bai, F. (2025). Estimation and inference for the additive mean residual life model with change point in the continuous covariate. Statistics in Medicine, 44(10-12), e70133.
[7] Yang, X., Wang, Y., and Bai, F. (2026). Large-scale quantile regression with
covariates missing at random. Journal of Applied Statistics.
[8] 杨笑然, 许静. 基于工具变量的结构均值模型的因果效应分析[J]. 数理统计与管理, 2026.
邮箱
xiaoranyang@sdtbu.edu.cn
