基本信息
孙六全  男  博导  中国科学院数学与系统科学研究院
电子邮件: slq@amt.ac.cn
通信地址: 北京中关村东路55号数学与系统科学研究院 南楼506
邮政编码: 100190

研究领域

• 生存分析 (Survival Analysis)
• 生物与医学统计 (Biostatistics, Statistics in Medicine)
• 复发事件和纵向数据的统计推断 (Recurrent Event and Longitudinal Data Analysis)
• 区间删失数据的统计分析 (Interval-censored Survival Data Analysis)
• 各种不完全观察数据的统计分析 (Statistical analysis of incomplete data)
• 数理统计及其应用 (Mathematical Statistics and Its Applications)

招生信息

   
招生专业
071400-统计学
070103-概率论与数理统计
招生方向
生物统计, 生存分析

教育背景

   
学历
-- 研究生
学位
-- 博士

出版信息

   
发表论文
[1] Jin Jin, Sun, Liuquan. Estimation in a general semiparametric hazards regression model with missing covariates. COMMUNICATIONS IN STATISTICS—THEORY AND METHODS[J]. 2023, 52(9): 3070-3097, [2] Zhang, Tong, Sun, Zhihua, Sun, Liuquan. Goodness-of-fit test for partial functional linear model with errors in scalar covariates. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2023, 227: 91-111, http://dx.doi.org/10.1016/j.jspi.2023.04.001.
[3] Jin, Jin, Ye, Peng, Sun, Liuquan. A class of weighted estimating equations for additive hazard models with covariates missing at random. SCIENCE CHINA-MATHEMATICS[J]. 2022, 65(3): 583-602, [4] Jin Jin, Xinyuan Song, 孙六全. Dynamic semiparametric transformation models for recurrent event data with a terminal event. Statistics in Medicine[J]. 2022, 41(27): 5432-5447, [5] Sun, Xiaowei, Zeng, Cheng, Sun, Liuquan. Semiparametric transformation models of survival-out-of-hospital. STATISTICS AND ITS INTERFACE[J]. 2022, 15(4): 487-501, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000766683200007.
[6] Jin Jin, 孙六全. Estimation in a general semiparametric hazards regression model with missing covariates. Communications in Statistics - Theory and Methods[J]. 2022, [7] Sun, Xiaowei, Song, Xinyuan, Sun, Liuquan. Additive hazard regression of event history studies with intermittently measured covariates. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE[J]. 2022, 50(2): 511-532, http://dx.doi.org/10.1002/cjs.11630.
[8] Guo, Yi Min, Zhou, Jie, Sun, Liu Quan. Adjusted Log-rank Test with Double Inverse Weighting under Dependent Censoring. ACTA MATHEMATICA SINICA-ENGLISH SERIES[J]. 2021, 37(10): 1573-1585, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000707010700008.
[9] Jin, Jin, Sun, Liuquan. Estimation in a general semiparametric hazards regression model with missing covariates. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2021, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000690843200001.
[10] Long, Mingya, Sun, Liuquan, Li, Qizhai. k-Resolution sequential randomization procedure to improve covariates balance in a randomized experiment. STATISTICS IN MEDICINE[J]. 2021, 40(25): 5534-5546, http://dx.doi.org/10.1002/sim.9139.
[11] Jin, Jin, Ye, Peng, Sun, Liuquan. A class of weighted estimating equations for additive hazard models with covariates missing at random. SCIENCE CHINA-MATHEMATICS[J]. 2021, [12] Sun, Xiaowei, Ding, Jieli, Sun, Liuquan. A semiparametric additive rates model for the weighted composite endpoint of recurrent and terminal events. LIFETIME DATA ANALYSIS[J]. 2020, 26(3): 471-492, https://www.webofscience.com/wos/woscc/full-record/WOS:000535415700002.
[13] Sun, Xiaowei, Sun, Liuquan. Semiparametric estimation of differences in treatment-specific recurrent event means with a terminal event. STATISTICS AND ITS INTERFACE[J]. 2019, 12(1): 1-9, http://ir.amss.ac.cn/handle/2S8OKBNM/34193, http://www.irgrid.ac.cn/handle/1471x/6869259, http://ir.amss.ac.cn/handle/2S8OKBNM/34194, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000460758600001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[14] Han, Miao, Sun, Liuquan, Liu, Yutao, Zhu, Jun. Joint analysis of recurrent event data with additive-multiplicative hazards model for the terminal event time. METRIKA[J]. 2018, 81(5): 523-547, https://www.webofscience.com/wos/woscc/full-record/WOS:000435383700003.
[15] Ye Peng, Sun LiuQuan, Zhao XingQiu, Xu Wei. An additive-multiplicative rates model for multivariate recurrent events with event categories missing at random. SCIENCE CHINA-MATHEMATICS[J]. 2015, 58(6): 1163-1178, http://ir.amss.ac.cn/handle/2S8OKBNM/44347, http://www.irgrid.ac.cn/handle/1471x/6869554, http://ir.amss.ac.cn/handle/2S8OKBNM/44348.
[16] Sun, Zhihua, Ye, Xue, Sun, Liuquan. Consistent test of error-in-variables partially linear model with auxiliary variables. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2015, 141: 118-131, https://www.webofscience.com/wos/woscc/full-record/WOS:000361076100008.
[17] Pan, Deng, He, Haijin, Song, Xinyuan, Sun, Liuquan. Regression Analysis of Additive Hazards Model With Latent Variables. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION[J]. 2015, 110(511): 1148-1159, https://dx.doi.org/10.1080/01621459.2014.950083.
[18] Peng Ye, Xingqiu Zhao, Liuquan Sun, Wei Xu. A semiparametric additive rates model for multivariate recurrent events with missing event categories. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2015, 89: 39-50, http://dx.doi.org/10.1016/j.csda.2015.03.002.
[19] Kang, Fangyuan, Sun, Liuquan, Zhao, Xingqiu. A class of transformed hazards models for recurrent gap times. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2015, 83: 151-167, http://dx.doi.org/10.1016/j.csda.2014.10.005.
[20] Dong, Lin, Sun, Liuquan. A flexible semiparametric transformation model for recurrent event data. LIFETIME DATA ANALYSIS[J]. 2015, 21(1): 20-41, https://www.webofscience.com/wos/woscc/full-record/WOS:000347877200002.
[21] Hao, Meiling, Song, Xinyuan, Sun, Liuquan. Reweighting estimators for the additive hazards model with missing covariates. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE[J]. 2014, 42(2): 285-307, https://www.webofscience.com/wos/woscc/full-record/WOS:000336536200006.
[22] Xu, Zhibin, Sun, Liuquan, Ji, Hong. Additive mean residual life model with covariate measurement errors. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2014, 153: 87-99, https://www.webofscience.com/wos/woscc/full-record/WOS:000339703500007.
[23] Han, Miao, Song, Xinyuan, Sun, Liuquan, Liu, Lei. JOINT MODELING OF LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES AND DROPOUTS. STATISTICA SINICA[J]. 2014, 24(4): 1487-1504, https://www.webofscience.com/wos/woscc/full-record/WOS:000345201200001.
[24] Sun, Liuquan, Kang, Fangyuan. An additive-multiplicative rates model for recurrent event data with informative terminal event. LIFETIME DATA ANALYSIS[J]. 2013, 19(1): 117-137, https://www.webofscience.com/wos/woscc/full-record/WOS:000312662600007.
[25] Sun, Yanqing, Sun, Liuquan, Zhou, Jie. Profile local linear estimation of generalized semiparametric regression model for longitudinal data. LIFETIME DATA ANALYSIS[J]. 2013, 19(3): 317-349, https://www.webofscience.com/wos/woscc/full-record/WOS:000321972000003.
[26] Zhao, Hui, Zhou, Jie, Sun, Liuquan. A Marginal Additive Rates Model for Recurrent Event Data with a Terminal Event. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2013, 42(14): 2567-2583, https://www.webofscience.com/wos/woscc/full-record/WOS:000325514200006.
[27] Liu, Yutao, Sun, Liuquan, Zhou, Yong. Additive Transformation Models for Recurrent Events. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2013, 42(22): 4043-4055, https://www.webofscience.com/wos/woscc/full-record/WOS:000325960800005.
[28] Zhou, Jie, Zhao, Xingqiu, Sun, Liuquan. A NEW INFERENCE APPROACH FOR JOINT MODELS OF LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION AND CENSORING TIMES. STATISTICA SINICA[J]. 2013, 23(2): 571-593, https://www.webofscience.com/wos/woscc/full-record/WOS:000339130300005.
[29] Zhao, Xingqiu, Tong, Xingwei, Sun, Liuquan. JOINT ANALYSIS OF LONGITUDINAL DATA WITH DEPENDENT OBSERVATION TIMES. STATISTICA SINICA[J]. 2012, 22(1): 317-336, https://www.webofscience.com/wos/woscc/full-record/WOS:000300809600014.
[30] Wang, Qihua, Tong, Xingwei, Sun, Liuquan. Exploring the varying covariate effects in proportional odds models with censored data. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2012, 109: 168-189, https://www.webofscience.com/wos/woscc/full-record/WOS:000304491000014.
[31] Sun, Liuquan, Song, Xinyuan, Zhou, Jie, Liu, Lei. Joint Analysis of Longitudinal Data With Informative Observation Times and a Dependent Terminal Event. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION[J]. 2012, 107(498): 688-700, https://www.webofscience.com/wos/woscc/full-record/WOS:000307490500022.
[32] Sun, Liuquan, Song, Xinyuan, Mu, Xiaoyun. Regression Analysis for the Additive Hazards Model with Covariate Errors. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2012, 41(11): 1911-1932, https://www.webofscience.com/wos/woscc/full-record/WOS:000304527900002.
[33] Wang, Chunjie, Sun, Jianguo, Sun, Liuquan, Zhou, Jie, Wang, Dehui. Nonparametric estimation of current status data with dependent censoring. LIFETIME DATA ANALYSIS[J]. 2012, 18(4): 434-445, https://www.webofscience.com/wos/woscc/full-record/WOS:000308656800003.
[34] Song, Xinyuan, Mu, Xiaoyun, Sun, Liuquan. Regression Analysis of Longitudinal Data with Time-Dependent Covariates and Informative Observation Times. SCANDINAVIAN JOURNAL OF STATISTICS[J]. 2012, 39(2): 248-258, https://www.webofscience.com/wos/woscc/full-record/WOS:000304000600007.
[35] Liuquan Sun. Mean residual life models with time-dependent coefficient under right censoring. Biometrika. 2012, [36] Chen, Kani, Sun, Liuquan, Tong, Xingwei. ANALYSIS OF COHORT SURVIVAL DATA WITH TRANSFORMATION MODEL. STATISTICA SINICA[J]. 2012, 22(2): 489-508, https://www.webofscience.com/wos/woscc/full-record/WOS:000303963100003.
[37] Sun, Liuquan, Zhou, Xian, Guo, Shaojun. Marginal regression models with time-varying coefficients for recurrent event data. STATISTICS IN MEDICINE[J]. 2011, 30(18): 2265-2277, https://www.webofscience.com/wos/woscc/full-record/WOS:000292740100005.
[38] Sun, Liuquan, Song, Xinyuan, Zhou, Jie. Regression analysis of longitudinal data with time-dependent covariates in the presence of informative observation and censoring times. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2011, 141(8): 2902-2919, https://www.webofscience.com/wos/woscc/full-record/WOS:000291067400033.
[39] Zhao, Xingqiu, Zhou, Jie, Sun, Liuquan. Semiparametric Transformation Models with Time-Varying Coefficients for Recurrent and Terminal Events. BIOMETRICS[J]. 2011, 67(2): 404-414, https://www.webofscience.com/wos/woscc/full-record/WOS:000292504000008.
[40] Sun, Liuquan, Tong, Xingwei, Zhou, Xian. A class of Box-Cox transformation models for recurrent event data. LIFETIME DATA ANALYSIS[J]. 2011, 17(2): 280-301, https://www.webofscience.com/wos/woscc/full-record/WOS:000287664500006.

指导学生

已指导学生

苏斌  硕士研究生  070103-概率论与数理统计  

穆小云  博士研究生  070103-概率论与数理统计  

周洁  博士研究生  070103-概率论与数理统计  

郝美玲  硕士研究生  070103-概率论与数理统计  

董琳  硕士研究生  070103-概率论与数理统计  

亢芳圆  博士研究生  070103-概率论与数理统计  

苗瑞  博士研究生  070103-概率论与数理统计  

杜婷  博士研究生  070103-概率论与数理统计  

叶鹏  博士研究生  070103-概率论与数理统计  

韩邈  博士研究生  070103-概率论与数理统计  

现指导学生

韩东啸  博士研究生  070103-概率论与数理统计  

朱珺  博士研究生  070103-概率论与数理统计  

刘正阳  博士研究生  071400-统计学  

曲连强  博士研究生  070103-概率论与数理统计  

薛晓明  博士研究生  070103-概率论与数理统计  

王晓宇  博士研究生  071400-统计学