赵慧-凯发真人k8

讲授课程：

概率论、数理统计、多元统计分析、线性模型、广义线性模型、非参数与半参数统计、生存分析、高等数理统计、计量经济学、大数据统计基础、高维数据分析

研究方向：

生存分析、纵向数据分析、高维统计、图模型与因果推断

社会职务：

中国现场统计研究会多个分会理事、湖北现场统计学会常务理事

个人简历(教育背景、工作经历等)：

2005年6月于北京大学数学科学学院获得数理统计专业博士学位

09/2018-至 今 中南财经政法大学统计与数学学院，教授

07/2014-08/2018华中师范大学数学与统计学学院，教授

07/2008-06/2014华中师范大学数学与统计学学院，副教授

09/2016-09/2017美国密苏里大学统计学系，访问学者

12/2014-02/2015香港理工大学应用数学系，访问学者

01/2011-02/2012 美国密苏里大学统计学系，博士后

04/2010-07/2010 中国科学院应用数学所，访问学者

07/2005-06/2007 中国科学院系统科学研究所，博士后

科学研究：

科研项目：

• 主持国家自然科学基金项目：基于区间删失数据的变量选择及相关问题研究(2022,01-2025,12)  

• 主持国家自然科学基金项目：复杂区间删失数据的统计推断及其应用(2015,01-2018,12)

• 主持国家自然科学基金项目：不依从机制下随机化试验中的因果推断(2011,01-2013,12)

• 参加国家自然科学基金项目：统计模拟抽样算法及相关问题研究(2016,01- 2019,12)

• 参加国家自然科学基金项目：基因连锁分析中的若干统计问题(2006,01- 2008,12)

• 主持中国博士后科学基金项目:《基于贝叶斯网络的若干统计机器学习问题》(2006,01-2006,12)

• 主持中央高校基本科研业务费专项资金（重大培育项目）：《复杂数据的统计分析研究》(2015,01-2017,12）

• 主持中央高校基本科研业务费专项资金（国际合作项目）:《临床医学中删失纵向数据的统计分析》(2013,01-2014,12)

• 主持中央高校基本科研业务费专项资金（青年基金项目）：《复杂数据中的两个因果推断问题》(2011,01-2012,12)

论著：

郑忠国,童行伟,赵慧.《高等统计学》, 2012年2月,北京大学出版社出版。

近五年科研论文：

在journal of the american statistical association,biometrics, scandinavian journal of statistics, journal of multivariate analysis, statistical methods in medical research，statistics in medicine,《中国科学》,《数理统计与管理》等国内外统计学期刊发表的科研论文主要包括：

• 赵慧,董庆凯(2022).当前状态数据的可加风险模型变量选择方法,系统科学与数学. 42(5): 1314-1329.  doi: 10.12341/jssms21468

• 赵慧,于金钊(2022).可加风险模型下现状数据的降维问题,数理统计与管理.已在线发表.

• binxia liu, hui zhao, chunjie wang. (2022). bayesian empirical likelihood of linear regression model with current status data, communications in statistics - theory and methods, published online: 24 mar 2022.

• lin luo, hui zhao*. (2022). a new approach to regression analysis of linear transformation model with interval-censored data, communications in statistics - theory and methods.2021年12月16日online,doi:10.1080/03610926.2021.2012195.

• mingyue du, hui zhao*, jianguo sun. (2021). a unified approach to variable selection for cox’s proportional hazards model with interval-censored failure time data, statistical methods in medical research，2021, 30(8), 1833-1849. .

• lin luo,hui zhao*. (2021). robust regression analysis for clustered interval-censored failure time data, journal of systems science and complexity.34,1156–1174.  

• hui zhao, qiwei wu, gang li, jianguo sun. (2020). simultaneous estimation and variable selection for interval-censored data with broken adaptive ridge regression.journal of the american statistical association. 115(529), 204-216.

• qiwei wu,hui zhao*, liang zhu, jianguo sun. (2020). variable selection for high-dimensional partly linear additive cox model with application to alzheimer's disease,statistics in medicine.39(23), 3120-3134.

• hui zhao, qiwei wu, peter b. gilbert, ying q.chen, jianguo sun, (2020). a regularized estimation approach for case-cohort periodic follow-up studies with an application to hiv vaccine trials,biometrical journal, 62,1176–1191.

• qin jiang,hui zhao, hong qin. (2019). on a general class of semiparametric hazards regression models for recurrent gap times,acta mathematicae applicatae sinica, english series, 35 (3):549-563.

• 赵慧,崔琪,孙建国. (2019).可加风险模型下相依i型区间删失数据的一个copula推断方法,中国科学：数学, 49 (9) , 1261-1272.

• hui zhao, dayu sun, gang li, jianguo sun.(2019).simultaneous estimation and variable selection for incomplete event history studies.journal of multivariate analysis,171, 350-361.

• guanglei yu, yang li, liang zhu,hui zhao*, jianguo sun. (2019).   an additive-multiplicative means model for panel count data with dependent observation and drop-out processes.scandinavian journal of statistics, 46(2), 414-431.

• hui zhao, dayu sun, gang li, jianguo sun. (2018). variable selection for the recurrent event data with broken adaptive ridge regression.the canadian journal of statistics. 46 (3): 416-428.

• hui zhao, chenchen ma, junlong li, jianguo sun. (2018). regression analysis of clustered interval-censored failure time datawithlineartransformationmodels in thepresence ofinformativeclustersize.journal of nonparametric statistics. 30 (3): 703-715.

• qi cui,hui zhao, jianguo sun. (2018).  semiparametric regression analysis of dependent current status data based on copula.statistics and its interface. 11(3):463-471.

• peijie wang,hui zhao*, jianguo sun. (2018). inference on semiparametric transformation model with general interval-censored failure time data.journal of nonparametric statistics. 30 (3): 758-773.

• da xu,hui zhao, jianguo sun. (2018). joint analysis of interval-censored failure time data and panel count data,lifetime data analysis. 24(1):94-109.

• peijie wang,hui zhao, jianguo sun. (2016). regression analysis of case k interval-censored failure time data in the presence of informative censoring.biometrics,72,1103-1112.

• liang zhu,hui zhao*, jianguo sun, wendy leisenring, leslie l. robison. (2015). regression analysis of mixed recurrent-event and panel-count data with additive rate models.biometrics, 71,71-79.

• jianguo sun, yanqin feng,hui zhao. (2015). simple estimation procedures for regression analysis of interval-censored failure time data under the proportional hazards model.lifetime data analysis,21(1),138-55.

• yang li, hui zhao*, jianguo sun,(2014). nonparametric tests for panel count data with unequal observation processes. computational statistics and data analysis, 73, 103-111.

• hui zhao, kate virkler, jianguo sun,(2014).  nonparametric comparison for multivariate panel count data.  communications in statistics - theory and methods. vol. 43(3), 644-655.

• liang zhu, hui zhao, jianguo sun, stanley pounds. (2014). a conditional approach for regression analysis of longitudinal data with informative observation time and non-negligible observation duration, communications in statistics - theory and methods. 43, 4998-5011.

• haixiang zhang, hui zhao*, jianguo sun, dehui wang,(2013)..regression analysis of multivariate panel count data with informative observation process. . 119, 71-80.

• hui zhao, yang li, jianguo sun, (2013). analyzing panel count data with dependent observation process and a terminal event., 41, 174-191.

• liang zhu, hui zhao*, jianguo sun, pounds stanley, (2013).  joint analysis of longitudinal data and recurrent episodes data with application to medical cost analysis, , 55,5-16.

• hui zhao, yang li, jianguo sun, (2013). semiparametric analysis of multivariate panel count data with dependent observation process and terminal event. journal of nonparametric statistics,25, 379-394.

• hui zhao,jie zhou, liuquan sun, (2013).a marginal additive rates model for recurrent event data with a terminal event. communications in statistics - theory and methods,42,2567-2583.

• ni li, hui zhao, jianguo sun, (2013). semiparametric transformation models for panel count data with correlated observation and follow-up times, , 32, 3039–3054.

• liang zhu, xingwei tong, hui zhao, jianguo sun, deo kumar srivastava, wendy leisenring, leslie l. robison, (2013). statistical analysis of mixed recurrent event data with application to cancer survivor study, , 32(11),1954-1963.

• hui zhao, ningning jiang, (2012).  a two-stage estimation algorithm for a type of current status data. journal of systems science and complexity, 25, 556-566.

• hui zhao, dan yu, (2009). a random effects generalized linear model for reliability compositive evaluation. science in china (a), 52, 2218-2227.

• hui zhao, zhongguo zheng, baijun liu, (2005).  on the markov equivalence of maximal ancestral graphs. science in china (a),48(4),548-562.

• baijun liu, zhongguo zheng, hui zhao, (2005).  an efficient algorithm for finding the largest chain graph given chain graph. science in china (a), 48(11), 517-1530.

• xingwei tong, hengjian cui, hui zhao, (2005).  asymptotics of huber-dutter estimators for partial linear model with nonstochastic designs. acta mathematicae applicatae sinica, 21,257-268. 

• hui zhao, zhongguo zheng, jing xu, (2006).  causal inference in the models with hidden variables and selection bias.  acta scientiarum naturalium universitatis pekinensis(北京大学学报，自科版), 42, 584-589.(ei)

• 赵慧, 郑忠国.(2008). gauss因果模型中因果效应识别方法的比较, 数学物理学报,  28,808-817.

• 赵慧, 郑忠国.(2007).  图模型及其在统计建模中的应用，数理统计与管理, 26(3): 741-746.

• 赵慧, 郑忠国.(2007).中药降脂灵片药效的因果分析，数理统计与管理, 26(4), 427-431.

• 赵慧, 肖明.(2005).  bagging 算法在混合适应性样条中的应用,应用概率统计, 21,278-284.

教学研究：

1. 《概率论与数理统计系列课程应用能力培养的研究与实践》，湖北省高等学校教学成果奖，二等奖，2006年

获奖荣誉：

1. 第八届“五四”京津地区概率统计学术讨论会优秀论文奖，2004

2. 北京大学“五四”奖学金，2005

3. 北京大学2005届优秀毕业生，2005

4. 中科院系统科学研究所许国志博士后工作奖励基金，2006