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        頭像

        唐炎林

        個人資料

        • 部門: 金沙9001w以誠為本
        • 性別:
        • 專業技術職務: 青年研究員
        • 畢業院校: 復旦大學
        • 學位: 博士
        • 學歷: 博士研究生
        • 聯系電話:
        • 電子郵箱: yltang@fem.ecnu.edu.cn
        • 辦公地址: 中北校區理科大樓A1705
        • 通訊地址: 上海市普陀區中山北路3663號,華東師范大學統計學院
        • 郵編: 200062
        • 傳真:

        工作經歷

        2020.5-至今,金沙9001w以誠為本統計學院,青年研究員、博士生導師

        2019.1-至今,金沙9001w以誠為本統計學院,青年研究員

        2017.1-2018.12,同濟大學數學科學學院,副教授、博士生導師

        2012.5-2016.12,同濟大學數學系,講師


        海外經歷:

        2015.9-2017.8,公派博士后,美國喬治華盛頓大學統計系,合作導師:王會霞(Huixia Judy Wang)教授

        2014.8,訪問新加坡國立大學工業工程系,葉志盛教授

        2011.5-8,2012.1-2,7-8,2015.7-8,2018.7-8, 2019.7-8 , 2020.1-2訪問香港中文大學統計系 (研究助理、副研究員),宋心遠教授

        2010.1-2,訪問美國北卡州立大學統計系,王會霞(Huixia Judy Wang)教授

        2009.10-2010.9,聯合培養,美國伊利諾伊大學香檳分校,何旭銘(Xuming He)教授


        學生:


        同濟大學:

        朱文燦(2018屆,學碩)

        楊坤(2019屆,學碩

        齊雪菲(2021屆,學碩


        華東師范大學:

        楊毅楠、曾玉成(2021屆,專碩)

        儲嘉誠(2022屆,學碩)


        在讀博士:

        王曉瑞(2019級)

        衣夢涵(2021級)

        魏瀟揚(2022級)

        在讀碩士:

        楊靜(2020級,學碩)

        裘知欣(2021級,學碩)

        肖澤(2022級,學碩)

        楊子豪(2022級,學碩)

        任沛宇(2022級,學碩)

        樂璇懌(2022級,專碩)

        翁武泰(2022級,專碩)



        教育經歷

        2008.9-2012.1 碩博連讀(博士階段),復旦大學統計學系(導師:朱仲義教授)

        2006.9-2008.8 碩博連讀(碩士階段),復旦大學數學科學學院(導師:應堅剛教授)

        2002.9-2006.7 本科,同濟大學數學系

        1999.9-2002.7 高中,浙江省春暉中學


        個人簡介

        唐炎林,研究員,博士生導師。20121月博士畢業于復旦大學統計系,同5月加入同濟大學數學系,期間2015.9-2017.8在喬治華盛頓大學進行博士后研究,20191月加入華東師范大學統計學院。主要研究方向為分位數回歸、高維數據統計推斷、模型選擇、復雜數據分析,主持國自科面上項目、青年項目、上海市自科面上項目各一項,在Biometrika、Journal of the Royal Statistical Society (Series B)、PNAS、Statistica Sinica、Biometrics、Scandinavian  Journal of Statistics、Science China: MathematicsSCI期刊發表論文30余篇,目前擔任Journal of Korean Statistical Society的Associate Editor。

        社會兼職

        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

        研究方向

        分位數回歸、高維統計推斷、模型選擇、復雜數據


        開授課程

        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)

        科研項目

        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


        學術成果

        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.



        榮譽及獎勵


        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)

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