个人简介
工作经历
2021.10至今,华东师范大学统计学院,助理教授
2019.7-2021.7,伦敦政治经济学院统计系,Research Officer,合作导师:Prof. Fiona Steele, Prof. Jouni Kuha
教育经历
2014.09-2019.06,复旦大学,上海数学中心,理学博士(概率论与数理统计),导师:应志良教授
2016.08-2018.08,美国哥伦比亚大学,统计系,联合培养
荣誉及奖励
2019 复旦大学优秀毕业生
2020 复旦大学优秀博士学位论文
2021 LSE Class Teacher Award
2023 Psychometrika Best Reviewer Award
上海市领军人才(青年海外)
研究领域
潜变量建模与统计计算,病例对照关联研究,统计机器学习
近期论文
查看导师新发文章
(温馨提示:请注意重名现象,建议点开原文通过作者单位确认)
Zhang, S., Chen, J., Ying, Z., Zhang, H. (2024+). Adjusting for non-confounding covariates in case-control association studies. Statistica Sinica, accepted.
Steele, F., Zhang, S.*, Grundy, E., & Burchardt, T. (2023+). Longitudinal analysis of exchanges of support between parents and children in the UK.Journal of the Royal Statistical Society Series A: Statistics in Society, accepted.
Kuha, J., Zhang, S.*, & Steele, F. (2023). Latent Variable Models for Multivariate Dyadic Data with Zero Inflation: Analysis of Intergenerational Exchanges of Family Support. The Annals of Applied Statistics, 17(2), 1521-1542.
Zhang, S., Chen, Y. (2022). Computation for Latent Variable Model Estimation: A Unified Stochastic Proximal Framework. Psychometrika, 87(4), 1473-1502.
Chen, Y., Moustaki, I., & Zhang, S. (2022). On the Estimation of structural Equation Models with Latent Variables. Handbook of Structural Equation Modeling, 145.
Zhang, S., Chen, Y., & Liu, Y. (2020). An Improved Stochastic EM Algorithm for Large-Scale Full-Information Item Factor Analysis. British Journal of Mathematical and Statistical Psychology, 73, 44–71, lvmcomp R package.
Chen, Y., Li, X., & Zhang, S. (2019). Structured Latent Factor Analysis for Large- scale Data: Identifiability, Estimability, and Their Implications. Journal of the American Statistical Association, 1–15, mirtjml R package.
Chen, Y., & Zhang, S. (2020). A Latent Gaussian process model for analysing intensive longitudinal data. British Journal of Mathematical and Statistical Psychology, 73, 237–260.
Chen, Y., Li, X., & Zhang, S. (2019). Joint Maximum Likelihood Estimation for High-Dimensional Exploratory Item Factor Analysis. Psychometrika, 84, 124–146.
学术兼职
Psychometrika, Statistics and Computing, Structural Equation Modeling: A Multidisciplinary Journal, Journal of Computational and Graphical Statistics, Journal of Educational and Behavioral Statistics等期刊审稿人