070103-概率论与数理统计
071400-统计学

复杂数据统计分析
生存分析
高维数据分析

1993-09--1996-06   北京大学   博士

   

2003-04~2028-07,中国科学院数学与系统科学研究院, 任职研究员
1993-09~1996-06,北京大学, 博士

2016-09-01-2025-12-31,中国现场统计研究会, 常务理事
2015-04-26-今,中国现场统计研究会高维数据统计分会, 理事长
2012-01-01-今,Open Journal of Statistics, 主编
2009-01-01-今,Ann. Inst Math. Statist., 编委
2005-05-01-2012-12-31,《中国科学》(中英文版), 编委
2002-01-01-今,《应用数学学报》英文版, 编委

生物统计与实验设计
本科生毕业设计（数学与应用数学）
数理统计
非参数统计

   

（1） A robust model averaging approach for partially linear models with responses missing at random, SCANDINAVIAN JOURNAL OF STATISTICS, 2023, 通讯作者
（2） Distributed nonparametric regression imputation for missing response problems with large-scale data, Journal of Machine Learning Research, 2023, 第 3 作者
（3） A robust fusion-extraction procedure with summary statistics in the presence of biased sources, BIOMETRIKA, 2023, 第 2 作者
（4） Determination and estimation of optimal quarantine duration for infectious diseases with application to data analysis of COVID-19, BIOMETRICS, 2022, 通讯作者
（5） A two-stage optimal subsampling estimation for missing data problems with large-scale data, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 通讯作者
（6） A FUNCTIONAL INFORMATION CRITERION FOR REGION SELECTION IN FUNCTIONAL LINEAR MODELS, STATISTICA SINICA, 2022, 通讯作者
（7） A beyond multiple robust approach for missing response problem, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 第 1 作者
（8） Bias-corrected Kullback–Leibler distance criterion based model selection with covariables missing at random, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 通讯作者
（9） Cross-validation-based model averaging in linear models with response missing at random, STATISTICS & PROBABILITY LETTERS, 2021, 通讯作者
（10） Model averaging for linear models with responses missing at random, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2021, 通讯作者
（11） Function-on-function quadratic regression models, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2020, 通讯作者
（12） Feature screening under missing indicator imputation with non-ignorable missing response, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 通讯作者
（13） Quantile Regression under Local Misspecification, Quantile Regression under Local Misspecification, ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2020, 第 2 作者
（14） LPRE CRITERION BASED ESTIMATING EQUATION APPROACHES FOR THE ERROR-IN-COVARIABLES MULTIPLICATIVE REGRESSION MODELS, STATISTICA SINICA, 2020, 通讯作者
（15） Function-on-function quadratic regression models, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 通讯作者
（16） SUFFICIENT DIMENSION REDUCTION UNDER DIMENSION-REDUCTION-BASED IMPUTATION WITH PREDICTORS MISSING AT RANDOM, STATISTICA SINICA, 2019, 第 2 作者
（17） Joint feature screening for ultra-high-dimensional sparse additive hazards model by the sparsity-restricted pseudo-score estimator, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 通讯作者
（18） Simultaneous variable selection and class fusion with penalized distance criterion based classifiers, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 通讯作者
（19） Cluster feature selection in high-dimensional linear models, RANDOM MATRICES-THEORY AND APPLICATIONS, 2018, 第 3 作者
（20） Testing conditional independence via integrating-up transform, STATISTICS, 2018, 第 2 作者
（21） Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function, CANADIAN JOURNAL OF STATISTICS, 2018, 第 1 作者
（22） Testing conditional independence via integrating-up transformation, Statistics, 2018, 第 1 作者
（23） Model-free feature screening for ultrahigh-dimensional data conditional on some variables, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2018, 通讯作者
（24） How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response?, SCANDINAVIAN JOURNAL OF STATISTICS, 2018, 通讯作者
（25） A consistent jackknife empirical likelihood test for distribution function, Ann. Inst. Stat. Math., 2017, 第 1 作者
（26） Mean response estimation with missing response in the presence of high-dimensional covariates, COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2017, 第 2 作者
（27） Stable prediction in high-dimesnional linear models, Stat. Comput., 2017, 第 1 作者
（28） Finite sample breakdown point of Tukey’s halfspace median, SCIENCE CHINA-MATHEMATICS, 2017, 第 3 作者
（29） Cluster feature selection in high-dimension linear models, Random Matrices: Theory and Application, 2017, 第 1 作者
（30） A consistent jackknife empirical likelihood test for distribution functions, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2017, 通讯作者
（31） Penalized estimation equation for an extended single-index model, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2017, 通讯作者
（32） Stable prediction in high-dimensional linear models, STATISTICS AND COMPUTING, 2017, 第 2 作者
（33） Dimension reduction estimation for probability density with data missing at random when covariables are present, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2017, 通讯作者
（34） An Extended Single-index Model with Missing Response at Random, SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 通讯作者
（35） Efficient estimation for the heteroscedastic single-index varying coefficient models, STATISTICS & PROBABILITY LETTERS, 2016, 第 4 作者
（36） functionalsingularcomponentanalysisbasedfunctionaladditivemodels, SCIENCE CHINA-MATHEMATICS, 2016, 通讯作者
（37） Dimension reduction based linear surrogate variable approach for model free variable selection, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2016, 通讯作者
（38） Copula-graphic estimators for the marginal survival function with censoring indicators missing at random, STATISTICS & PROBABILITY LETTERS, 2015, 第 2 作者
（39） Partially varying coefficient single-index additive hazard models, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2015, 通讯作者
（40） A partially linear single-index transformation model and its nonparametric estimation, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2015, 第 3 作者
（41） Copula-graphic estimators for the marginal survival function with censoring indicators missing at random, STATISTICS AND PROBABILITY LETTERS, 2015, 第 2 作者
（42） Semiparametric linear transformation model with differential measurement error and validation sampling, JOURNAL OF MULTIVARIATE ANALYSIS, 2015, 通讯作者
（43） Empirical likelihood based weighted GMM estimation with missing response at random, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2015, 通讯作者
（44） Estimation for semiparametric transformation models with length-biased sampling, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2015, 通讯作者
（45） Semiparametric Proportional Mean Residual Life Model With Censoring Indicators Missing at Random, COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2015, 第 2 作者
（46） A partially linear single-index transformation model and its nonparametric estimation, CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2015, 第 3 作者
（47） Semiparametric proportional mean residual li8fe model with censoring indicators missing at random., Communications in Statistics, 2015, 第 1 作者
（48） Semiparametric efficient estimation for partially linear single-index models with responses missing at random, JOURNAL OF MULTIVARIATE ANALYSIS, 2014, 通讯作者
（49） Model detection for functional polynomial regression, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, 通讯作者
（50） Model detection for functional polynomial regression, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2014, 第 3 作者
（51） Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2014, 第 2 作者
（52） Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, 通讯作者
（53） Semiparametric efficient estimation for partly linear single-index models with response missing at random, Journal of Multivariate Analysis, 2014, 第 1 作者
（54） Variable selection in the additive rate model for recurrent event data, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2013, 第 2 作者
（55） LOCAL LEAST ABSOLUTE RELATIVE ERROR ESTIMATING APPROACH FOR PARTIALLY LINEAR MULTIPLICATIVE MODEL, STATISTICA SINICA, 2013, 第 2 作者
（56） Variable selection in the additive rate model for recurrent event data, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 通讯作者
（57） Probability density estimation with surrogate data and validation sample, FRONTIERS OF MATHEMATICS IN CHINA,, 2013, 通讯作者
（58） Probability density estimation with surrogate data and validation sample, Probability density estimation with surrogate data and validation sample, FRONTIERS OF MATHEMATICS IN CHINA, 2013, 通讯作者
（59） Semiparametric proportional mean residual life model with covariates missing at random, JOURNAL OF NONPARAMETRIC STATISTICS, 2013, 第 2 作者
（60） Exploring the varying covariate effects in proportional odds models with censored data, JOURNAL OF MULTIVARIATE ANALYSIS, 2012, 通讯作者
（61） Semiparametric additive marginal regression models for multiple type recurrent events, LIFETIME DATA ANALYSIS, 2012, 通讯作者
（62） Statistical inference on restricted partially linear additive errors-in-variables models, TEST, 2012, 第 2 作者
（63） Semiparametric partially linear regression models for functional data, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2012, 通讯作者
（64） The weighted least square based estimators with censoring indicators missing at random, JOURNALOFSTATISTICALPLANNINGANDINFERENCE, 2012, 通讯作者
（65） Hazard Function Estimation with Cause-of-Death Data Missing at Random., ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2012, 通讯作者
（66） Empirical likelihood for single-index varying-coefficient models, BERNOULLI, 2012, 第 2 作者
（67） Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data, JOURNAL OF MULTIVARIATE ANALYSIS, 2012, 第 2 作者
（68） Fusion-Refinement Procedure for Dimension Reduction With Missing Response at Random, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2011, 第 2 作者
（69） Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 通讯作者
（70） Linear regression analysis of survival data with missing censoring indicators, LIFETIME DATA ANALYSIS, 2011, 第 1 作者
（71） Statistical inference in partially-varying-coefficient single-index model, JOURNAL OF MULTIVARIATE ANALYSIS, 2011, 通讯作者
（72） Empirical likelihood calibration estimation for the median treatment difference in observational studies, COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2011, 第 1 作者
（73） Weighted estimation of single index models with right censored responses, SCIENCE CHINA-MATHEMATICS, 2011, 第 3 作者
（74） Partially linear single-index model with missing responses at random, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2011, 通讯作者
（75） Estimation of single index model with missing response at random, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 第 4 作者
（76） Empirical likelihood confidence bands for distribution functions with missing responses, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 通讯作者
（77） Semiparametric analysis based on weighted estimating equations for transformation models with missing covariates, JOURNAL OF MULTIVARIATE ANALYSIS, 2010, 通讯作者
（78） Estimation of average treatment effects based on parametric propensity score model, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 第 3 作者
（79） SEMIPARAMETRIC ESTIMATION FOR REGRESSION COEFFICIENTS IN THE COX MODEL WITH FAILURE INDICATORS MISSING AT RANDOM, STATISTICA SINICA, 2010, 第 2 作者
（80） Statistical estimation in partial linear models with covariate data missing at random, ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2009, 通讯作者
（81） Model checking for partially linear models with missing responses at random, JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 通讯作者
（82） Probability density estimation for survival data with censoring indicators missing at random, JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 通讯作者
（83） increasingtheinternationalinfluenceofscienceinchina, SCIENCE IN CHINA SERIES A-MATHEMATICS, 2009, 通讯作者
（84） Checking the adequacy of a general linear model with responses missing at random, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 通讯作者
（85） Statistical estimation in varying coefficient models with surrogate data and validation sampling, JOURNAL OF MULTIVARIATE ANALYSIS, 2009, 通讯作者
（86） Estimation of the area under ROC curve with censored data, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 通讯作者
（87） Semiparametric model-based inference in the presence of missing responses, BIOMETRIKA, 2008, 通讯作者
（88） Probability density estimation with data missing at random when covariables are present, JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2008, 通讯作者
（89） Estimation and confidence bands of a conditional survival function with censoring indicators missing at random, JOURNAL OF MULTIVARIATE ANALYSIS, 2008, 通讯作者
（90） Asymptotically efficient product-limit estimators with censoring indicators missing at random, STATISTICA SINICA, 2008, 通讯作者
（91） 核实数据帮助下误差在反映线性模型经验似然降维推断, 中国科学：A辑, 2004, 第 1 作者
（92） 经验似然统计推断方法发展综述, Empirical Likelihood Statistical Inference Approach: A Survey, 数学进展, 2004, 第 1 作者
（93） 核实数据帮助下误差在反映线性模型经验似然降维推断, 中国科学A辑数学, 2004, 第 1 作者
（94） aberryessenineualityforthekaplanmeierlestimator, ACTAMATHEMATICASINICAENGLISHSERIES, 2001, 第 1 作者
（95） EDGEWORTH EXPANSION AND BOOTSTRAP APPROXIMATION FOR THE STUDENTIZED MLE FROM RANDOMLY CENSORED EXPONENTIAL SAMPLES, edgeworthexpansionandbootstrapapproximationforthestudentizedmlefromrandomlycensoredexponentialsamples, ACTAMATHEMATICASCIENTIA, 2000, 第 1 作者
（96） 随机删失下指数分布参数MLE的一些结果（英文）, 北京大学学报. 自然科学版, 2000, 第 1 作者
（97） 随机删失下指数分布参数MLE的一些结果, 北京大学学报：自然科学版, 2000, 第 1 作者
（98） 随机删失下极大似然估计的局部渐近正态与渐近极小极大有效, 中国科学：A辑, 1999, 第 1 作者
（99） 随机删失下位置刻度模型中的强相合与渐近正态估计, 数学物理学报A辑, 1999, 第 1 作者
（100） 随机删失下极大似然估计的局部渐近正态与渐近极小极大有效, 中国科学：A辑, 1999, 第 1 作者
（101） 一类Kaplan—Meier估计泛函的一些大样本性质, 数学学报, 1999, 第 1 作者
（102） 二元乘积限估计的edgeworth展开, 中国科学A辑数学, 1998, 第 1 作者
（103） 随机删失半参数回归模型中估计的渐近性质, 中国科学A辑数学, 1997, 第 2 作者
（104） 基于截断删失数据乘积限估计的一些逼近定理, 数学年刊：A辑, 1997, 第 1 作者
（105） 随机删失下概率密度核估计的光滑 Bootstrap逼近, 应用数学学报, 1997, 第 1 作者
（106） 二维乘积限估计的一些渐近性质, 科学通报, 1996, 第 1 作者
（107） 截尾样本下回归函数加权核估计的一些收敛性质, 应用数学学报, 1996, 第 1 作者
（108） 次序统计量线性函数的随机加权逼近速度, 系统科学与数学, 1996, 第 1 作者
（109） 学生化Kaplan—Meier估计的正态逼近速度, 应用数学学报, 1996, 第 1 作者
（110） STRONG　EMBEDDING　OF　PRODUCT－LIMIT　ESTIMATOR　OF　BIVARIATE　SURVIVAL　DISTRIBUTION　FUNCTION　UNDER　RANDOM　CENSORSHIP, Strong embedding of product-limit estimator of bivariate survival distribution function under random censorship, 数学物理学报：B辑英文版, 1995, 第 1 作者
（111） 随机截断下半参数回归模型中的相合估计, 中国科学：A辑, 1995, 第 1 作者
（112） 基于截尾数据概率密度核估计的一此渐近行为, 应用概率统计, 1994, 第 1 作者
（113） 基于截尾样本失效率估计的一些大样本性质, 科学通报, 1994, 第 1 作者
（114） 线性模型L－估计其光滑Bootstrap统计量的一些渐近结构, 数学物理学报：A辑, 1994, 第 1 作者

（ 1 ） 随机删失模型中的渐近理论, 高等教育出版社, 2002-03, 第 1 作者
（ 2 ） 生存数据统计分析, 科学出版社, 2006-01, 第 1 作者
（ 3 ） 现代统计研究基础, 科学出版社, 2010-01, 第 1 作者

   

（ 1 ） 生物医学数据统计分析的方法、理论与应用, 负责人, 国家任务, 2014-01--2018-12
（ 2 ） 中国体育彩票篮球风险控制模型三期, 负责人, 境内委托项目, 2013-08--2016-12
（ 3 ） 应用统计中的基础研究,, 负责人, 国家任务, 2008-01--2011-12
（ 4 ） 数据缺失时高维数据降维分析的方法、理论与应用， 国家自然科学基金资助, 负责人, 国家任务, 2012-01--2015-12
（ 5 ） 中国体育彩票竞猜开盘价格模型研究项目, 负责人, 境内委托项目, 2012-04--2013-03
（ 6 ） 中国体育彩票竞猜风险控制评测项目, 负责人, 境内委托项目, 2010-10--2012-01
（ 7 ） 缺失数据分析中若干重要问题研究, 负责人, 国家任务, 2019-01--2022-12
（ 8 ） 网络化知识的基础理论与应用, 参与, 国家任务, 2017-01--2022-12
（ 9 ） 协变量缺失时生存数据回归分析的方法,理论与应用, 负责人, 国家任务, 2006-01--2009-12
（ 10 ） 若干分布式非参数统计方法及其理论研究, 负责人, 国家任务, 2023-01--2026-12

（1）Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data   第六届中国北区统计与优化研讨会   2023-08-19
（2）A robust fusion-extraction procedure with summary statistics in the presence of biased sources.   2023泛华-中国会议   Wang Ruoyu, Wang Qihua and Miao Wang   2023-07-01
（3）A robust fusion-extraction procedure with summary statistics in the presence of biased sources.   统计学与大数据前沿论坛   Wang Ruoyu, Wang Qihua and Miao Wang   2023-04-06
（4）A partially linear single index transformation model    2013-10-07
（5）Heteroscedastic transformation regression models with unknown transformation function and error distribution for censored data   第五届临床评价方法与应用国际研讨会暨第四届东亚地区生物统计会议   Wang Qihua, Wang Xuan   2013-07-07
（6）Fusion-Refinement Procedure for Dimension Reduction With Missing Response at Random   2011-12-19