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李哲源
姓名:李哲源
职称:讲师
办公室:501
邮箱:13937871312@163.com
研究方向:非参数回归,广义加性模型,统计计算
教育背景:
2012.10-2018.12, 博士, 巴斯大学(英), 统计专业
2011.10-2012.09, 硕士, 布里斯托大学(英), 统计专业
2007.09-2011.07, 学士, BEVITOR伟德APP官网, 数学与应用数学专业
工作经历:
2019.01至今, BEVITOR伟德APP官网, 讲师
2021.01至今, 西蒙莎菲大学(加拿大),博士后
代表性学术论文:
[1] Ahmed Elhakeem, Kate M. Tilling, Rachael A. Hughes, Diana L. Cousminer, Stefan A. Jackowski, Tim J. Cole, Alex S.F. Kwong, Zheyuan Li, Struan F.A. Grant, Adam D.G. Baxter-Jones, Babette S. Zemel, Deborah A. Lawlor (2021). Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies, medRxiv. DOI: https://doi.org/10.1101/2021.05.26.21257519
[2] Zheyuan Li and Simon Wood (2019). Faster model matrix crossproducts for large generalized linear models with discretized covariates, Statistics and Computing, DOI: https://doi.org/10.1007/s11222-019-09864-2
[3] Simon N. Wood, Zheyuan Li, Gavin Shaddick & Nicole H. Augustin (2017). Generalized Additive Models for Gigadata: Modeling the UK's Black Smoke Network Daily Data, Journal of the American Statistical Association. DOI: https://doi.org/10.1080/01621459.2016.1195744
科研项目:
1. 面向“流数据”的广义加性模型的线上算法(12001166),国家自然科学基金青年项目,2021/01-2023/12,24万元,在研,主持;
主讲课程:
时间序列分析,应用统计软件