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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

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