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代文林
2023-05-17 13:36
  • 代文林
  • 代文林 - 教授 博导-中国人民大学-统计与大数据研究院-个人资料

近期热点

资料介绍

个人简历


2008年、2010年在北京理工大学理学院(现为数学与统计学院)分别取得统计学士、硕士学位。2014年于香港浸会大学取得博士学位。加入统计与大数据学院之前,在沙特阿卜杜拉国王科技大学(KAUST)进行博士后研究,2018年加入研究院并担任助理教授。

研究领域


非参数与半参数模型; 函数型数据的探索性分析、稳健方法; 空间统计; 数据可视化""

近期论文


Wenlin Dai and Marc G. Genton (2019), Directional outlyingness for multivariate functional data. Computational Statistics & Data Analysis , 131: 50-65.
Wenlin Dai and Marc G. Genton (2018), Multivariate functional data visualization and outlier detection. Journal of Computational and Graphical Statistics , 23: 923-934.
Wenlin Dai and Marc G. Genton (2018), An outlyingness matrix for multivariate functional data classification. Statistica Sinica , 28: 2435-2454.
Wenlin Dai and Marc G. Genton (2018), Functional boxplot for multivariate curves. Stat , 7:e190.
Wenlin Dai, Tiejun Tong and Lixing Zhu (2017), On the choice of difference sequence in a unified framework for variance estimation in nonparametric regression. Statistical Science , 32: 455-468.
Wenlin Dai, Tiejun Tong and Marc G. Genton (2016), Optimal estimation of derivatives in nonparametric regression. Journal of Machine Learning Research , 17: 1–25.
Wenlin Dai, Yanyuan Ma, Tiejun Tong and Lixing Zhu (2015), Difference-based variance estimation in nonparametric regression with repeated measurement data. Journal of Statistical Planning and Inference , 163: 1–20.

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