唐炎林 - 华东师范大学 - 经济与管理学部

个人简介

唐炎林，华东师范大学统计学院教授，博士生导师，统计学系主任；入选国家高层次青年人才计划（组织部）。2012年1月博士毕业于复旦大学统计系，同年5月加入同济大学，2019年1月加入华东师范大学。主要研究方向为分位数回归、高维统计推断、不完全数据统计建模，主持多项国家自然科学基金、上海市自然科学基金，担任SCI期刊Statistica Sinica、Journal of the Korean Statistical Society的编委。在Biometrika、JRSSB、PNAS、Biometrics等发表论文30余篇。工作经历 2019.01-至今华东师范大学统计学院，教授、博士生导师 2019.01-2023.09 华东师范大学统计学院，研究员、博士生导师 2012.05-2018.12 同济大学数学系，讲师、副教授海外经历 2015.09-2017.08 公派博士后，美国乔治华盛顿大学统计系，合作导师：王会霞(Huixia Judy Wang)教授 2014.08 访问新加坡国立大学工业工程系，叶志盛教授 2011.05-2020.02 多次访问香港中文大学统计系，宋心远教授 2010.01-02 访问美国北卡州立大学统计系，王会霞(Huixia Judy Wang)教授 2009.10-2010.09 联合培养，美国伊利诺伊大学香槟分校，何旭铭(Xuming He)教授教育经历 2012.01 博士，复旦大学统计学系（导师：朱仲义教授） 2006.07 学士，同济大学数学系荣誉及奖励国家高层次青年人才计划（组织部）（2023）华东师范大学紫江优秀青年学者（2023）华东师范大学紫江青年学者（2019）上海市浦江人才计划（2018）上海市优秀博士论文（2014）第十一届全国统计科研成果奖博士论文类二等奖（2013）

研究领域

分位数回归、高维统计推断、不完全数据统计建模

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）

代表性论文 Yudong Wang, Yanlin Tang, Zhisheng Ye*. (2022). Paired or partially paired two-sample tests with unordered samples. Journal of the Royal Statistical Society, Series B, 84, 1503-1525. (统计顶刊) Yanlin Tang, Huixia Judy Wang*, Emre Barut (2018). Testing the presence of significant covariates through conditional marginal regression. Biometrika, 105(1), 57-71. (统计顶刊) Zhongfang Liu*, Yanlin Tang, Zhimin Jian, Christopher Poulsen, Jeffrey Welker and Gabriel Bowen*. (2017). Pacific North American circulation pattern links external forcing and North American hydroclimatic change over the past millennium. Proceedings of the National Academy of Sciences of the United States of America, 114(13), 3340-3345. (综合顶刊) Yanlin Tang, Yinfeng Wang*, Huixia Judy Wang, Qing Pan. (2022). Conditional marginal test for high dimensional quantile regression. Statistica Sinica, 32, 869-892. Hailin Huang#, Yuanzhang Li, Hua Liang*, Yanlin Tang#(co-first author). (2020). Estimation of single-index models with fixed censored responses. Statistica Sinica, 30, 829-843. Yanlin Tang, Huixia Judy Wang*, Ying Sun, Amanda Hering. (2019). Copula-based semiparametric models for spatio-temporal data. Biometrics, 75,1156-1167. Yali Fan, Yanlin Tang and Zhongyi Zhu*. (2018). Variable selection in censored quantile regression with high dimensional data. Science China-Mathematics, 61(4):641-658. Yanlin Tang, Huixia Judy Wang*, Hua Liang (2018). Composite estimation for single-index models with responses subject to detection limits. Scandinavian Journal of Statistics, 45(3), 444-464. Yanlin Tang, Huixia Judy Wang, Xuming He, Zhongyi Zhu*. (2012). An informative subset-based estimator for censored quantile regression. Test, 21, 635-655. Yanlin Tang, Huixia Judy Wang, Zhongyi Zhu*, Xinyuan Song. (2012). A unified variable selection approach for varying coefficient models. Statistica Sinica, 22, 601-628. 其他论文 Xiaorui Wang(博士生), Guoyou Qin, Yanlin Tang*, Yinfeng Wang*(2023+). Multiply robust estimation of quantile treatment effects with missing responses. Communications in Mathematics and Statistics, 在线发表. 储嘉诚 (硕士生), 唐炎林* (2023). 高维线性模型中的纠偏 LASSO 综述. 应用概率统计, 39, 455-474. Yinfeng Wang, Huixia Judy Wang, Yanlin Tang*. (2023). Score-based test in high-dimensional quantile regression for longitudinal data with application to a glomerular filtration rate data. Stat, 12, e610. Yanlin Tang*#, Jinglong Wang#(co-first author), Zhongyi Zhu. (2023). On the MLE of the Waring distribution. Statistical Theory and Related Fields, 7, 144-158. Fangzheng Lin, Yanlin Tang#(co-first author), Huichen Zhu, Zhongyi Zhu. (2022). Spatially clustered varying coefficient model. Journal of Multivariate Analysis, 192, 105023. Yanlin Tang, Xinyuan Song, Grace Yun Yi*. (2022). Bayesian analysis under accelerated failure time models with error-prone time-to-event outcomes. Lifetime Data Analysis, 28, 139-168. Xiaorui Wang (博士生), Guoyou Qin, Xinyuan Song, Yanlin Tang*. (2022). Censored quantile regression based on multiply robust propensity scores. Statistical Methods in Medical Research, 31, 475-487. Menghan Yi (博士生), Zaixing Li*, Yanlin Tang. (2022). F-type testing in functional linear models. Stat, 11, e420. Lijuan Shen, Yanlin Tang*, Loon Ching Tang*. (2021). Understanding key factors affecting power systems resilience. Reliability Engineering and System Safety, 212, No. 107621. Hefei Liu#, Xinyuan Song*, Yanlin Tang#(co-first author), Baoxue Zhang. (2021). Bayesian quantile non-homogeneous hidden Markov models. Statistical Methods in Medical Research, 30, 112-128. Yinfeng Wang, Yanlin Tang*, Xinsheng Zhang. (2020). A two-step test for the two-sample problem of processes of Ornstein-Uhlenbeck type. Journal of Systems Science and Complexity, 33, 2067-2079. Zhikun Gao, Yanlin Tang, Huixia Judy Wang*, Guangying Wu, Jeff Lin. (2020). Automatic identification of curve shapes with application to ultrasonic vocalization. Computational Statistics and Data Analysis, 148, 106956. Fangzheng Lin, Yanlin Tang, Zhongyi Zhu*.(2020). Weighted quantile regression in varying-coefficient model with longitudinal data.Computational Statistics and Data Analysis, 145, 106915. Fuyuan Li, Yanlin Tang, Huixia Judy Wang*. (2019). Copula-based semiparametric analysis for time series data with detection limits. Canadian Journal of Statistics, 47, 438-454. Hailin Huang, Yanlin Tang, Yuanzhang Li, Hua Liang*. (2019). Estimation in additive models with fixed censored responses. Journal of Nonparametric Statistics, 31, 131-143. Yinfeng Wang, Yanlin Tang and Xinsheng Zhang*. (2016). CGMM LASSO-type estimator for the process of Ornstein–Uhlenbeck type. Journal of the Korean Statistical Society, 45, 114-122. Nan Chen, Yanlin Tang, Zhisheng Ye*. (2016). Robust quantile analysis for accelerated life test data. IEEE Transactions on Reliability, 65(2), 901-913. Yanlin Tang* and Huixia Judy Wang. (2015). Penalized regression across multiple quantiles under random censoring. Journal of Multivariate Analysis, 141, 132-146. Yanlin Tang, Yinfeng Wang, Jingru Li*, Weimin Qian. (2015). Improve estimation efficiency in quantile regression with longitudinal data. Journal of Statistical Planning and Inference, 165, 38-55. Yanlin Tang, Xinyuan Song and Zhongyi Zhu*. (2015). Threshold effect test in censored quantile regression. Statistics & Probability Letters, 105, 149-156. Mi Zhou, Huixia Judy Wang*, and Yanlin Tang. (2015). Sequential change point detection in linear quantile regression models. Statistics & Probability Letters, 100, 98-103. Yanlin Tang, Xinyuan Song and Zhongyi Zhu*. (2015). Variable selection via composite quantile regression with dependent errors. Statistica Neerlandica, 69, 1-20. Yinfeng Wang, Yanlin Tang, Xinsheng Zhang*. (2015). Estimation of parameters of the Ornstein-Uhlenbeck type processes with continuum of moment conditions. Communications in Statistics-Theory and Methods, 44, 5189–5203. Yanlin Tang, Liya Xiang, Zhongyi Zhu*. (2014). Risk factor selection in rate-making: EM-adaptive LASSO for zero-inflated Poisson regression models. Risk Analysis, 34, 1112-1127. Yanlin Tang, Xinyuan Song, Huixia Judy Wang, Zhongyi Zhu*. (2013). Variable selection in high-dimensional quantile varying coefficient models. Journal of Multivariate Analysis, 122, 115-132. Yanlin Tang, Huixia Judy Wang, Zhongyi Zhu*. (2013). Variable selection in quantile varying coefficient models with longitudinal data. Computational Statistics and Data Analysis, 57, 435-449. 书/章节 Yanlin Tang, Emre Barut, Huixia Judy Wang. (2021). High dimensional inference, book chapter, to appear. 张日权, 刘玉坤, 唐炎林, 王小舟. (2023). 现代非参数统计方法, 科学出版社.

学术兼职

Associate Editor： Statistica Sinica 2023.8- Journal of the Korean Statistical Society 2020.1- Reviewer： The Annals of Statistics, Journal of American Statistical Association, Biometrika, Journal of Machine Learning Research, Journal of Business and Economic Statistics, Technometrics, Statistica Sinica, Scandinavian Journal of Statistics, Journal of Multivariate Analysis, Journal of Statistical Planning and Inference, Canadian Journal of Statistics, Science China Mathematics, Environmetrics, 中国科学（中文）、应用概率统计通讯评审：国家自然科学基金浙江省基础公益研究计划