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, 中國科學（中文）、應用概率統計

分位數回歸、高維統計推斷、模型選擇、復雜數據

現代非參數統計II （碩博）、時間序列分析（本科）、現代統計方法選講（本科）

2019.01-2022.12 高維縱向數據分位數回歸中的統計推斷研究，國家自然科學基金面上項目，11871376

2014.01-2016.12 面板數據分位數回歸中的模型選擇問題研究，國家自然科學基金青年項目，11301391

2021.07-2024.06 復雜數據的分位數回歸研究，上海市自然科學基金面上項目，21ZR1420700

2018.07-2020.06 高維分位數回歸模型的統計推斷及應用，上海PJ

2020.07-2022.06 分位數回歸在復雜數據中的若干問題研究，華東師范大學統計與數據科學前沿理論及應用教育部重點實驗室，自主研究課題

2018.04-2018.12 異構參數分位數回歸分析，東北師范大學應用統計教育部重點實驗室，開放課題

Under review：

3 Yanlin Tang*, Jinglong Wang, Zhongyi Zhu. On the MLE of the Waring distribution.

2 Yinfeng Wang, Huixia Judy Wang, Yanlin Tang*. Score-based test in high-dimensional quantile regression for longitudinal data with application to a glomerular filtration rate data.

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

Published/accepted:

33 儲嘉誠 (碩士生), 唐炎林* (2022+). 高維線性模型中的糾偏 LASSO 綜述. 應用概率統計, accepted.

32 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.

31 Fangzheng Lin, Yanlin Tang#(co-first author), Huichen Zhu, Zhongyi Zhu. (2022). Spatially clustered varying coefficient model. Journal of Multivariate Analysis, 192, 105023.

30 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.

29 Xiaorui Wang (Ph.D. student), Guoyou Qin, Xinyuan Song, Yanlin Tang*. (2022). Censored quantile regression based on multiply robust propensity scores. Statistical Methods in Medical Research, 31, 475-487.

28 Menghan Yi (Ph.D. student), Zaixing Li*, Yanlin Tang. (2022). F-type testing in functional linear models. Stat, 11, e420.

27 Yanlin Tang, Yinfeng Wang*, Huixia Judy Wang, Qing Pan. (2022). Conditional marginal test for high dimensional quantile regression. Statistica Sinica, 32, 869-892.

26 Lijuan Shen, Yanlin Tang*, 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.

上海市優秀博士論文（2014）

第十一屆全國統計科研成果獎博士論文類二等獎（2013）