Sun Yang

About Me

孙杨，北京大学数学科学学院博士后，合作导师为陈松蹊院士。2024年7月于北京大学获得统计学博士学位，导师为房祥忠教授。 2020年7月毕业于北京师范大学，获得应用统计专业硕士学位，导师为郭旭教授；2018年毕业于中国矿业大学(北京)数学与应用数学专业，获得理学学士学位。

Research

我的研究兴趣包括不确定性量化(代理模型、参数校准)、海洋大数据分析的以及相关统计方法的开发与应用。

Publication

• [1] Sun, Yang and Fang, Xiangzhong. (2022). Sparse calibration based on adaptive lasso penalty for computer models. Communications in Statistics - Simulation and Computation, DOI:10.1080/03610918.2022.2155311.
• [2] Sun, Yang and Fang, Xiangzhong. (2023). Robust calibration of computer models based on Huber loss. Journal of System Science & Complexity, 36, 1717-1737.
• [3] Sun, Yang. (2023). Consistent model checking procedures for parametric regressions with missing response, Communications in Statistics - Theory and Methods, 52(1), 208-226.
• [4] Sun, Yang and Fang, Xiangzhong. (2023). Robust estimators of functional single index models for longitudinal data. Communications in Statistics - Theory and Methods, DOI:10.1080/03610926.2023.2253939.
• [5] Sun, Yang and Fang, Xiangzhong. (2024). A model calibration procedure for count response. Communications in Statistics - Theory and Methods, 53(12),4272-4289.
• [6] Sun, Yang and Fang, Xiangzhong. (2024). A new L2 calibration procedure of computer models based on the smoothing spline ANOVA. Statistical Papers, 65,1901-1926.
• [7] Sun, Yang and Fang, Xiangzhong. (2024). Efficient calibration of computer models with multivariate output. Journal of Multivariate Analysis, 202,105315.

Manuscripts

• [8] Sun, Yang and Fang, Xiangzhong. (2024+). Calibration for computer models with the time-varying parameter. Statistical Papers, under review.
• [9] Sun, Yang. (2024+). Local linear smoother-based calibration of computer models under heteroscedastic errors.