唐炎林

Associate Editor：Journal of Korean Statistical Society (2020.1-2022.12)

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

分位数回归、高维统计推断、模型选择、复杂数据

博士：非参数统计 （2019春、2020春、2021春）

硕士：多元统计分析（2019春、2019秋、2020春）

本科：时间序列分析（2021春）、现代统计方法选讲（2019秋、2020春、2021春）

2019.01-2022.12 高维纵向数据分位数回归中的统计推断研究，国家自然科学基金面上项目，11871376

2014.01-2016.12 面板数据分位数回归中的模型选择问题研究，国家自然科学基金青年项目，11301391

2021.07-2024.06 复杂数据的分位数回归研究，上海市自然科学基金面上项目，21ZR1420700

2018.07-2020.06 高维分位数回归模型的统计推断及应用，上海PJ

2020.07-2022.06 分位数回归在复杂数据中的若干问题研究，华东师范大学统计与数据科学前沿理论及应用教育部重点实验室，自主研究课题

2018.04-2018.12 异构参数分位数回归分析，东北师范大学应用统计教育部重点实验室，开放课题

Under review：

4 Yanlin Tang, Xiaorui Wang(Ph.D. student), Guoyou Qin*. Multiply robust estimation of quantile treatment effects with missing responses.

3 Fangzheng Lin, Yanlin Tang, Huichen Zhu, Zhongyi Zhu. Spatially clustered varying coefficient model.

2 Yanlin Tang, Xinyuan Song, Grace Yun Yi. Bayesian analysis under accelerated failure time models with error-prone time-to-event outcomes.

1 Yudong Wang, Zhisheng Ye, Yanlin Tang. Paired or partially paired two-sample tests with unordered samples.

Published/accepted:

30 储嘉诚 (硕士生), 唐炎林 (2021+). 高维线性模型中的纠偏 LASSO 综述. 应用概率统计, accepted.

29 Xiaorui Wang (Ph.D. student), Guoyou Qin, Xinyuan Song, Yanlin Tang*(corresponding). (2021+). Censored quantile regression based on multiply robust propensity scores. Statistical Methods in Medical Research, accepted.

28 Menghan Yi (Ph.D. student), Zaixing Li*, Yanlin Tang. (2021+). F-type testing in functional linear models. Stat, accepted.

27 Yanlin Tang, Yinfeng Wang, Huixia Judy Wang, Qing Pan. (2021+). Conditional marginal test for high dimensional quantile regression. Statistica Sinica, accepted.

26 Lijuan Shen, Yanlin Tang*(co-corresponding), Loon Ching Tang*. (2021). Understanding key factors affecting power systems resilience. Reliability Engineering and System Safety, 212, No. 107621.

25 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.

24 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.

23 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.

22 Fangzheng Lin, Yanlin Tang, Zhongyi Zhu.(2020). Weighted quantile regression in varying-coefficient model with longitudinal data.Computational Statistics and Data Analysis, 145, 106915.

21 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.

20 Yanlin Tang, Huixia Judy Wang, Ying Sun, Amanda Hering. (2019).  Copula-based semiparametric models for spatio-temporal data.  Biometrics, 75,1156-1167.

19  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.

18 Hailin Huang, Yanlin Tang, Yuanzhang Li, Hua Liang. (2019). Estimation in   additive models with fixed censored responses. Journal of  Nonparametric Statistics, 31, 131-143.
17 Yanlin Tang, Huixia  Judy Wang, Emre Barut (2018). Testing the presence of significant covariates  through conditional marginal regression. Biometrika,  105(1), 57-71.
16 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.
15 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.
14 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.
13 Nan Chen, Yanlin Tang,  Zhisheng Ye. (2016). Robust quantile analysis for accelerated life test data.  IEEE Transactions on Reliability, 65(2), 901-913.
12  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.
11 Yanlin Tang and Huixia Judy  Wang. (2015). Penalized regression across multiple quantiles under random  censoring. Journal of Multivariate Analysis, 141,  132-146.
10 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.
9 Yanlin Tang, Xinyuan Song and Zhongyi Zhu. (2015). Threshold effect  test in censored quantile regression. Statistics & Probability  Letters, 105, 149-156.
8 Mi Zhou, Huixia Judy Wang, and Yanlin  Tang. (2015). Sequential change point detection in linear quantile regression  models. Statistics & Probability Letters, 100,  98-103.
7 Yanlin Tang, Xinyuan Song and Zhongyi Zhu. (2015). Variable  selection via composite quantile regression with dependent errors.  Statistica Neerlandica, 69, 1-20.
6 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.
5 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.
4 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.
3 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.
2 Yanlin Tang, Huixia Judy Wang, Xuming  He, Zhongyi Zhu. (2012). An informative subset-based estimator for censored  quantile regression. Test, 21, 635-655.
1 Yanlin  Tang, Huixia Judy Wang, Zhongyi Zhu, Xinyuan Song. (2012). A unified variable  selection approach for varying coefficient models.  Statistica  Sinica, 22, 601-628.

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）