高维数据统计、大规模数据统计推断、不完全数据统计分析、测量误差数据统计推断

   

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

研究生

博士

1996年-1998年在中科院应用数学所博士后

1998年-2000年在北京大学讲师

2000年至2002年任数学与系统科学研究院创新基地副研究员

2005年至2008年任香港大学副教授

2003年至今任数学与系统科学研究院研究员

2003-04~2028-07,中国科学院数学与系统科学研究院, 任职研究员

2018-01-01-今,Electronic Research Archive, Section主编
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] 王若宇, 王启华, 苗旺, 周晓华. Sharp bounds for variance of treatment effect estimators in the presence of covaiables. Statistica Sinica[J]. 2024, 第 2 作者  通讯作者  34(null): 999-1021, 
[2] Liang, Zhongqi, Wang, Qihua. A robust model averaging approach for partially linear models with responses missing at random. SCANDINAVIAN JOURNAL OF STATISTICS[J]. 2023, 第 2 作者  通讯作者  http://dx.doi.org/10.1111/sjos.12659.
[3] Wang, Ruoyu, Su, Miaomiao, Wang, Qihua. Distributed nonparametric regression imputation for missing response problems with large-scale data. Journal of Machine Learning Research[J]. 2023, 第 3 作者  通讯作者  24: 1-52, https://creativecommons.org/licenses/by/4.0/.
[4] Wang, Ruoyu, Wang, Qihua, Miao, Wang. A robust fusion-extraction procedure with summary statistics in the presence of biased sources. BIOMETRIKA[J]. 2023, 第 2 作者  通讯作者  http://dx.doi.org/10.1093/biomet/asad013.
[5] Wang, Ruoyu, Wang, Qihua. Determination and estimation of optimal quarantine duration for infectious diseases with application to data analysis of COVID-19. BIOMETRICS[J]. 2022, 第 2 作者  通讯作者  78(2): 691-700, http://dx.doi.org/10.1111/biom.13444.
[6] Su, Miaomiao, Wang, Ruoyu, Wang, Qihua. A two-stage optimal subsampling estimation for missing data problems with large-scale data. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2022, 第 3 作者  通讯作者  173: http://dx.doi.org/10.1016/j.csda.2022.107505.
[7] Huang, Yunxiang, Wang, Qihua. A FUNCTIONAL INFORMATION CRITERION FOR REGION SELECTION IN FUNCTIONAL LINEAR MODELS. STATISTICA SINICA[J]. 2022, 第 2 作者  通讯作者  32(2): 653-671, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000819039600001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[8] Wang, Qihua, Su, Miaomiao, Wang, Ruoyu. A beyond multiple robust approach for missing response problem. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2021, 第 1 作者155: http://dx.doi.org/10.1016/j.csda.2020.107111.
[9] Wei, Yuting, Wang, Qihua, Duan, Xiaogang, Qin, Jing. Bias-corrected Kullback-Leibler distance criterion based model selection with covariables missing at random. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2021, 第 2 作者  通讯作者  160: http://dx.doi.org/10.1016/j.csda.2021.107224.
[10] Wei, Yuting, Wang, Qihua. Cross-validation-based model averaging in linear models with response missing at random. STATISTICS & PROBABILITY LETTERS[J]. 2021, 第 2 作者  通讯作者  171: http://dx.doi.org/10.1016/j.spl.2020.108990.
[11] Wei, Yuting, Wang, Qihua, Liu, Wei. Model averaging for linear models with responses missing at random. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2021, 第 2 作者  通讯作者  73(3): 535-553, https://www.webofscience.com/wos/woscc/full-record/WOS:000544877000001.
[12] Yifan Sun, Qihua Wang. Function-on-function quadratic regression models. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2020, 第 2 作者  通讯作者  142: 106814, http://dx.doi.org/10.1016/j.csda.2019.106814.
[13] Zhang, Jing, Wang, Qihua, Kang, Jian. Feature screening under missing indicator imputation with non-ignorable missing response. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2020, 第 2 作者  通讯作者  149: http://dx.doi.org/10.1016/j.csda.2020.106975.
[14] Duan, Xiaogang, Wang, Qihua. Quantile Regression under Local Misspecification. ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES[J]. 2020, 第 2 作者36(4): 790-802, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=6913399&detailType=1.
[15] Wang, Qihua, Hu, Dahai. LPRE CRITERION BASED ESTIMATING EQUATION APPROACHES FOR THE ERROR-IN-COVARIABLES MULTIPLICATIVE REGRESSION MODELS. STATISTICA SINICA[J]. 2020, 第 1 作者  通讯作者  30(2): 955-975, https://www.webofscience.com/wos/woscc/full-record/WOS:000575676900018.
[16] Sun, Yifan, Wang, Qihua. Function-on-function quadratic regression models. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2020, 第 2 作者  通讯作者  142: 106814, http://dx.doi.org/10.1016/j.csda.2019.106814.
[17] Yang, Xiaojie, Wang, Qihua. SUFFICIENT DIMENSION REDUCTION UNDER DIMENSION-REDUCTION-BASED IMPUTATION WITH PREDICTORS MISSING AT RANDOM. STATISTICA SINICA[J]. 2019, 第 2 作者29(4): 1751-1778, http://ir.amss.ac.cn/handle/2S8OKBNM/35543, http://www.irgrid.ac.cn/handle/1471x/6869297, http://ir.amss.ac.cn/handle/2S8OKBNM/35544, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000484829500004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[18] Chen, Xiaolin, Liu, Yi, Wang, Qihua. 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[J]. 2019, 第 3 作者  通讯作者  71(5): 1007-1031, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000481796100001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[19] Sheng, Ying, Wang, Qihua. Simultaneous variable selection and class fusion with penalized distance criterion based classifiers. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2019, 第 2 作者  通讯作者  133: 138-152, http://dx.doi.org/10.1016/j.csda.2018.09.002.
[20] Lin, Bingqing, Pang, Zhen, Wang, Qihua. Cluster feature selection in high-dimensional linear models. RANDOM MATRICES-THEORY AND APPLICATIONS[J]. 2018, 第 3 作者7(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000423849700003.
[21] Liu, Yi, Wang, Qihua, Liu, Xiaohui. Testing conditional independence via integrating-up transform. STATISTICS[J]. 2018, 第 2 作者52(4): 734-749, https://www.webofscience.com/wos/woscc/full-record/WOS:000438645600002.
[22] Qihua Wang, Xuan Wang. Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function. CANADIAN JOURNAL OF STATISTICS. 2018, 第 1 作者http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=1&recid=&FileName=SJWD29BB993628BEA37672F0205D3D259A14&DbName=SJWDLAST&DbCode=SJWD&yx=&pr=&URLID=&bsm=.
[23] 王启华. Testing conditional independence via integrating-up transformation. Statistics. 2018, 第 1 作者
[24] Liu, Yi, Wang, Qihua. Model-free feature screening for ultrahigh-dimensional data conditional on some variables. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2018, 第 2 作者  通讯作者  70(2): 283-301, https://www.webofscience.com/wos/woscc/full-record/WOS:000426105000005.
[25] Wang, Qihua, Li, Yongjin. How to Make Model-free Feature Screening Approaches for Full Data Applicable to the Case of Missing Response?. SCANDINAVIAN JOURNAL OF STATISTICS[J]. 2018, 第 1 作者  通讯作者  45(2): 324-346, https://www.webofscience.com/wos/woscc/full-record/WOS:000432032100005.
[26] Li, Yongjin, Wang, Qihua, Zhu, Liping, Ding, Xiaobo. Mean response estimation with missing response in the presence of high-dimensional covariates. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2017, 第 2 作者46(2): 628-643, https://www.webofscience.com/wos/woscc/full-record/WOS:000386396500010.
[27] 王启华. A consistent jackknife empirical likelihood test for distribution function. Ann. Inst. Stat. Math.. 2017, 第 1 作者
[28] 王启华. Stable prediction in high-dimesnional linear models. Stat. Comput.. 2017, 第 1 作者
[29] Liu, XiaoHui, Zuo, YiJun, Wang, QiHua. Finite sample breakdown point of Tukey's halfspace median. SCIENCE CHINA-MATHEMATICS[J]. 2017, 第 3 作者60(5): 861-874, http://ir.amss.ac.cn/handle/2S8OKBNM/38169, http://www.irgrid.ac.cn/handle/1471x/6869372, http://ir.amss.ac.cn/handle/2S8OKBNM/38170.
[30] 王启华. Cluster feature selection in high-dimension linear models. Random Matrices: Theory and Application. 2017, 第 1 作者
[31] Li, Yongjin, Zhang, Qingzhao, Wang, Qihua. Penalized estimation equation for an extended single-index model. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2017, 第 3 作者  通讯作者  69(1): 169-187, https://www.webofscience.com/wos/woscc/full-record/WOS:000391449500007.
[32] Liu, Xiaohui, Wang, Qihua, Liu, Yi. A consistent jackknife empirical likelihood test for distribution functions. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2017, 第 2 作者  通讯作者  69(2): 249-269, https://www.webofscience.com/wos/woscc/full-record/WOS:000394976900001.
[33] Lin, Bingqing, Wang, Qihua, Zhang, Jun, Pang, Zhen. Stable prediction in high-dimensional linear models. STATISTICS AND COMPUTING[J]. 2017, 第 2 作者27(5): 1401-1412, http://dx.doi.org/10.1007/s11222-016-9694-6.
[34] Deng, Jianqiu, Wang, Qihua. Dimension reduction estimation for probability density with data missing at random when covariables are present. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2017, 第 2 作者  通讯作者  181: 11-29, https://www.webofscience.com/wos/woscc/full-record/WOS:000388784800002.
[35] Wang, Qihua, Zhang, Tao, Haerdle, Wolfgang Karl. An Extended Single-index Model with Missing Response at Random. SCANDINAVIAN JOURNAL OF STATISTICS[J]. 2016, 第 1 作者  通讯作者  43(4): 1140-1152, https://www.webofscience.com/wos/woscc/full-record/WOS:000387456900013.
[36] Lai, Peng, Zhang, Qingzhao, Lian, Heng, Wang, Qihua. Efficient estimation for the heteroscedastic single-index varying coefficient models. STATISTICS & PROBABILITY LETTERS[J]. 2016, 第 4 作者110: 84-93, https://www.webofscience.com/wos/woscc/full-record/WOS:000374627200011.
[37] Zhang Tao, Wang QiHua. Functional singular component analysis based functional additive models. SCIENCE CHINA-MATHEMATICS[J]. 2016, 第 2 作者  通讯作者  59(12): 2443-2462, http://lib.cqvip.com/Qikan/Article/Detail?id=74658871504849544950484948.
[38] Dai, Pengjie, Ding, Xiaobo, Wang, Qihua. Dimension reduction based linear surrogate variable approach for model free variable selection. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2016, 第 3 作者  通讯作者  169: 13-26, 
[39] Liu, Yi, Wang, Qihua. Copula-graphic estimators for the marginal survival function with censoring indicators missing at random. STATISTICS & PROBABILITY LETTERS[J]. 2015, 第 2 作者107: 101-110, https://www.webofscience.com/wos/woscc/full-record/WOS:000364607300013.
[40] Wang, Xuan, Wang, Qihua, Zhou, XiaoHua Andrew. Partially varying coefficient single-index additive hazard models. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2015, 第 2 作者  通讯作者  67(5): 817-841, https://www.webofscience.com/wos/woscc/full-record/WOS:000360308700001.
[41] Ding, Xiaobo, Zhou, XiaoHua, Wang, Qihua. A partially linear single-index transformation model and its nonparametric estimation. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE[J]. 2015, 第 3 作者43(1): 97-117, https://www.webofscience.com/wos/woscc/full-record/WOS:000350140600006.
[42] Yi Liu, Qihua Wang. Copula-graphic estimators for the marginal survival function with censoring indicators missing at random. STATISTICS AND PROBABILITY LETTERS. 2015, 第 2 作者
[43] Luo, Ruimiao, Wang, Qihua. Empirical likelihood based weighted GMM estimation with missing response at random. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2015, 第 2 作者  通讯作者  156: 64-79, https://www.webofscience.com/wos/woscc/full-record/WOS:000344212100005.
[44] Wang, Xuan, Wang, Qihua. Semiparametric linear transformation model with differential measurement error and validation sampling. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2015, 第 2 作者  通讯作者  141: 67-80, https://www.webofscience.com/wos/woscc/full-record/WOS:000361076100005.
[45] Chen, Xiaolin, Wang, Qihua. Semiparametric Proportional Mean Residual Life Model With Censoring Indicators Missing at Random. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2015, 第 2 作者44(24): 5161-5188, https://www.webofscience.com/wos/woscc/full-record/WOS:000366397900005.
[46] Ding, Xiaobo, Zhou, XiaoHua, Wang, Qihua. A partially linear single-index transformation model and its nonparametric estimation. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE[J]. 2015, 第 3 作者43(1): 97-117, https://www.webofscience.com/wos/woscc/full-record/WOS:000350140600006.
[47] Wang, Xuan, Wang, Qihua. Estimation for semiparametric transformation models with length-biased sampling. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2015, 第 2 作者  通讯作者  156: 80-89, https://www.webofscience.com/wos/woscc/full-record/WOS:000344212100006.
[48] 王启华. Semiparametric proportional mean residual li8fe model with censoring indicators missing at random.. Communications in Statistics. 2015, 第 1 作者
[49] Lai, Peng, Wang, Qihua. Semiparametric efficient estimation for partially linear single-index models with responses missing at random. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2014, 第 2 作者  通讯作者  128: 33-50, https://www.webofscience.com/wos/woscc/full-record/WOS:000335804300004.
[50] Zhang, Tao, Zhang, Qingzhao, Wang, Qihua. Model detection for functional polynomial regression. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2014, 第 3 作者  通讯作者  70: 183-197, http://dx.doi.org/10.1016/j.csda.2013.09.007.
[51] Tao Zhang, Qingzhao Zhang, Qihua Wang. Model detection for functional polynomial regression. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2014, 第 3 作者70: 183-197, http://dx.doi.org/10.1016/j.csda.2013.09.007.
[52] Peng Lai, Qihua Wang, XiaoHua Zhou. Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2014, 第 2 作者241-256, http://dx.doi.org/10.1016/j.csda.2013.09.012.
[53] Lai, Peng, Wang, Qihua, Zhou, XiaoHua. Variable selection and semiparametric efficient estimation for the heteroscedastic partially linear single-index model. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2014, 第 2 作者  通讯作者  70: 241-256, http://dx.doi.org/10.1016/j.csda.2013.09.012.
[54] 王启华. Semiparametric efficient estimation for partly linear single-index models with response missing at random. Journal of Multivariate Analysis. 2014, 第 1 作者
[55] Xiaolin Chen, Qihua Wang. Variable selection in the additive rate model for recurrent event data. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2013, 第 2 作者57(1): 491-503, http://dx.doi.org/10.1016/j.csda.2012.06.019.
[56] Zhang, Qingzhao, Wang, Qihua. LOCAL LEAST ABSOLUTE RELATIVE ERROR ESTIMATING APPROACH FOR PARTIALLY LINEAR MULTIPLICATIVE MODEL. STATISTICA SINICA[J]. 2013, 第 2 作者23(3): 1091-1116, http://dx.doi.org/10.5705/ss.2012.133.
[57] Chen, Xiaolin, Wang, Qihua. Variable selection in the additive rate model for recurrent event data. COMPUTATIONAL STATISTICS & DATA ANALYSIS[J]. 2013, 第 2 作者  通讯作者  57(1): 491-503, http://dx.doi.org/10.1016/j.csda.2012.06.019.
[58] Qihua Wang, Wenquan Cui. Probability density estimation with surrogate data and validation sample. FRONTIERS OF MATHEMATICS IN CHINA,[J]. 2013, 第 1 作者  通讯作者  8(3): 665-694, http://ir.amss.ac.cn/handle/2S8OKBNM/45495, http://www.irgrid.ac.cn/handle/1471x/6869577, http://ir.amss.ac.cn/handle/2S8OKBNM/45496.
[59] Wang, Qihua, Cui, Wenquan. Probability density estimation with surrogate data and validation sample. FRONTIERS OF MATHEMATICS IN CHINA[J]. 2013, 第 1 作者  通讯作者  8(3): 665-694, http://lib.cqvip.com/Qikan/Article/Detail?id=46232087.
[60] Chen, Xiaolin, Wang, Qihua. Semiparametric proportional mean residual life model with covariates missing at random. JOURNAL OF NONPARAMETRIC STATISTICS[J]. 2013, 第 2 作者25(3): 647-663, https://www.webofscience.com/wos/woscc/full-record/WOS:000322617000007.
[61] Wang, Qihua, Tong, Xingwei, Sun, Liuquan. Exploring the varying covariate effects in proportional odds models with censored data. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2012, 第 1 作者  通讯作者  109: 168-189, https://www.webofscience.com/wos/woscc/full-record/WOS:000304491000014.
[62] Chen, Xiaolin, Wang, Qihua, Cai, Jianwen, Shankar, Viswanathan. Semiparametric additive marginal regression models for multiple type recurrent events. LIFETIME DATA ANALYSIS[J]. 2012, 第 2 作者  通讯作者  18(4): 504-527, https://www.webofscience.com/wos/woscc/full-record/WOS:000308656800006.
[63] Wei, Chuanhua, Wang, Qihua. Statistical inference on restricted partially linear additive errors-in-variables models. TEST[J]. 2012, 第 2 作者21(4): 757-774, http://dx.doi.org/10.1007/s11749-011-0279-6.
[64] Zhang, Tao, Wang, Qihua. Semiparametric partially linear regression models for functional data. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2012, 第 2 作者  通讯作者  142(9): 2518-2529, https://www.webofscience.com/wos/woscc/full-record/WOS:000304722200003.
[65] Li, Xiayan, Wang, Qihua. The weighted least square based estimators with censoring indicators missing at random. JOURNALOFSTATISTICALPLANNINGANDINFERENCE[J]. 2012, 第 2 作者  通讯作者  142(11): 2913-2925, https://www.webofscience.com/wos/woscc/full-record/WOS:000306863800003.
[66] Wang, Qihua, Dinse, Gregg E, Liu, Chunling. Hazard function estimation with cause-of-death data missing at random. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2012, 第 1 作者  通讯作者  64(2): 415-438, https://www.webofscience.com/wos/woscc/full-record/WOS:000299171000010.
[67] Xue, Liugen, Wang, Qihua. Empirical likelihood for single-index varying-coefficient models. BERNOULLI[J]. 2012, 第 2 作者18(3): 836-856, https://www.webofscience.com/wos/woscc/full-record/WOS:000306446400006.
[68] Lai, Peng, Wang, Qihua, Lian, Heng. Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2012, 第 2 作者105(1): 422-432, https://www.webofscience.com/wos/woscc/full-record/WOS:000299908800029.
[69] Ding, Xiaobo, Wang, Qihua. Fusion-Refinement Procedure for Dimension Reduction With Missing Response at Random. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION[J]. 2011, 第 2 作者106(495): 1193-1207, https://www.webofscience.com/wos/woscc/full-record/WOS:000296224200042.
[70] Wang, Qihua, Luo, Ruimiao. Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2011, 第 1 作者  通讯作者  141(8): 2589-2599, https://www.webofscience.com/wos/woscc/full-record/WOS:000291067400008.
[71] Wang, Qihua, Xue, Liugen. Statistical inference in partially-varying-coefficient single-index model. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2011, 第 1 作者  通讯作者  102(1): 1-19, https://www.webofscience.com/wos/woscc/full-record/WOS:000283564200001.
[72] Wang, Qihua, Dinse, Gregg E. Linear regression analysis of survival data with missing censoring indicators. LIFETIME DATA ANALYSIS[J]. 2011, 第 1 作者17(2): 256-279, https://www.webofscience.com/wos/woscc/full-record/WOS:000287664500005.
[73] Qihua Wang, Peng Lai. Empirical likelihood calibration estimation for the median treatment difference in observational studies. COMPUTATIONAL STATISTICS AND DATA ANALYSIS. 2011, 第 1 作者55(4): 1596-1609, http://dx.doi.org/10.1016/j.csda.2010.09.012.
[74] Wang YanHua, Li XiaYan, Wang QiHua, He ShuYuan. Weighted estimation of single index models with right censored responses. SCIENCE CHINA-MATHEMATICS[J]. 2011, 第 3 作者54(3): 479-514, https://www.webofscience.com/wos/woscc/full-record/WOS:000288121400008.
[75] Lai, Peng, Wang, Qihua. Partially linear single-index model with missing responses at random. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2011, 第 2 作者  通讯作者  141(2): 1047-1058, https://www.webofscience.com/wos/woscc/full-record/WOS:000284386500042.
[76] Wang, Yanhua, Shen, Junshan, He, Shuyuan, Wang, Qihua. Estimation of single index model with missing response at random. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2010, 第 4 作者140(7): 1671-1690, https://www.webofscience.com/wos/woscc/full-record/WOS:000276369000005.
[77] Wang, Qihua, Qin, Yongsong. Empirical likelihood confidence bands for distribution functions with missing responses. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2010, 第 1 作者  通讯作者  140(9): 2778-2789, https://www.webofscience.com/wos/woscc/full-record/WOS:000278398300039.
[78] Huang, Bin, Wang, Qihua. Semiparametric analysis based on weighted estimating equations for transformation models with missing covariates. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2010, 第 2 作者  通讯作者  101(9): 2078-2090, https://www.webofscience.com/wos/woscc/full-record/WOS:000280566400013.
[79] Yao, Lili, Sun, Zhihua, Wang, Qihua. Estimation of average treatment effects based on parametric propensity score model. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2010, 第 3 作者140(3): 806-816, https://www.webofscience.com/wos/woscc/full-record/WOS:000272635800018.
[80] Liu, Chunling, Wang, Qihua. SEMIPARAMETRIC ESTIMATION FOR REGRESSION COEFFICIENTS IN THE COX MODEL WITH FAILURE INDICATORS MISSING AT RANDOM. STATISTICA SINICA[J]. 2010, 第 2 作者20(3): 1125-1142, https://www.webofscience.com/wos/woscc/full-record/WOS:000280533600018.
[81] Wang, QiHua. Statistical estimation in partial linear models with covariate data missing at random. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2009, 第 1 作者  通讯作者  61(1): 47-84, https://www.webofscience.com/wos/woscc/full-record/WOS:000263127800003.
[82] Sun, Zhihua, Wang, Qihua, Dai, Pengjie. Model checking for partially linear models with missing responses at random. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2009, 第 2 作者  通讯作者  100(4): 636-651, https://www.webofscience.com/wos/woscc/full-record/WOS:000263136700006.
[83] Wang, Qihua, Liu, Wei, Liu, Chunling. Probability density estimation for survival data with censoring indicators missing at random. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2009, 第 1 作者  通讯作者  100(5): 835-850, https://www.webofscience.com/wos/woscc/full-record/WOS:000263983200003.
[84] Wang Qihua. Increasing the international influence of Science in China. SCIENCE IN CHINA SERIES A-MATHEMATICS[J]. 2009, 第 1 作者  通讯作者  52(6): 1081-1082, http://ir.amss.ac.cn/handle/2S8OKBNM/37527, http://www.irgrid.ac.cn/handle/1471x/6869357, http://ir.amss.ac.cn/handle/2S8OKBNM/37528.
[85] Sun, Zhihua, Wang, Qihua. Checking the adequacy of a general linear model with responses missing at random. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2009, 第 2 作者  通讯作者  139(10): 3588-3604, https://www.webofscience.com/wos/woscc/full-record/WOS:000268703700019.
[86] Wang, Qihua, Zhang, Riquan. Statistical estimation in varying coefficient models with surrogate data and validation sampling. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2009, 第 1 作者  通讯作者  100(10): 2389-2405, https://www.webofscience.com/wos/woscc/full-record/WOS:000274975200021.
[87] Wang, Qihua, Yao, Lili, Lai, Peng. Estimation of the area under ROC curve with censored data. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2009, 第 1 作者  通讯作者  139(3): 1033-1044, https://www.webofscience.com/wos/woscc/full-record/WOS:000262061300028.
[88] Wang, Qihua, Dai, Pengjie. Semiparametric model-based inference in the presence of missing responses. BIOMETRIKA[J]. 2008, 第 1 作者  通讯作者  95(3): 721-734, https://www.webofscience.com/wos/woscc/full-record/WOS:000258861000014.
[89] Wang, Qihua. Probability density estimation with data missing at random when covariables are present. JOURNAL OF STATISTICAL PLANNING AND INFERENCE[J]. 2008, 第 1 作者  通讯作者  138(3): 568-587, https://www.webofscience.com/wos/woscc/full-record/WOS:000253099800003.
[90] Wang, Qihua, Shen, Junshan. Estimation and confidence bands of a conditional survival function with censoring indicators missing at random. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2008, 第 1 作者  通讯作者  99(5): 928-948, https://www.webofscience.com/wos/woscc/full-record/WOS:000255291900009.
[91] Wang, Qihua, Ng, Kai W. Asymptotically efficient product-limit estimators with censoring indicators missing at random. STATISTICA SINICA[J]. 2008, 第 1 作者  通讯作者  18(2): 749-768, https://www.webofscience.com/wos/woscc/full-record/WOS:000255885400020.
[92] 孙志华, 王启华. Semiparametric estimation of survival function with cause of death data missing at random. Journal of Applied Probability and Statistics[J]. 2007, 第 2 作者  通讯作者  2: 189-209, 
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[94] Wang, Qihua. M-estimators based on inverse probability weighted estimating equations with response missing at random. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2007, 第 1 作者  通讯作者  36(6): 1091-1103, https://www.webofscience.com/wos/woscc/full-record/WOS:000247065600004.
[95] 王启华, 虞克明. Likelihood-based kernel estimation in semiparametric error-in-covariables models with Validation Data.. Journal of Multivariate Analysis[J]. 2007, 第 1 作者  通讯作者  98: 455-480, 
[96] Wang, Qihua, Yao, Lili. Estimation in varying-coefficient proportional hazard regression model. METRIKA[J]. 2006, 第 1 作者  通讯作者  64(3): 271-288, https://www.webofscience.com/wos/woscc/full-record/WOS:000241380000002.
[97] Wang, QH. Nonparametric regression function estimation with surrogate data and validation sampling. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2006, 97(5): 1142-1161, https://www.webofscience.com/wos/woscc/full-record/WOS:000237003700006.
[98] 王立春, 王启华. Empirical Bayes Estimation Under Random Censorship. Southeast Asian Bulletin of Mathematics[J]. 2006, 第 2 作者  通讯作者  30: 769-778, 
[99] Wang, QH, Jing, BY. Edgeworth expansion and bootstrap approximation for studentized product-limit estimator with truncated and censored data. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS[J]. 2006, 35(4): 609-623, https://www.webofscience.com/wos/woscc/full-record/WOS:000236011300005.
[100] 王启华. Estimation by method of moment under two-sample location-scale model under random censorship. Journal of Nonparametric Statistics[J]. 2005, 第 1 作者17: 1-14, 
[101] 王启华. 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[J]. 2004, 第 1 作者34(5): 549-566, http://lib.cqvip.com/Qikan/Article/Detail?id=11058730.
[102] 王启华. 经验似然统计推断方法发展综述. 数学进展[J]. 2004, 第 1 作者33(2): 141, http://lib.cqvip.com/Qikan/Article/Detail?id=9392356.
[103] 王启华, wolfgang hardle. Empirical likelihood-based dimension reduction inference for linear error-in-responses models with validation staudy. Science in China[J]. 2004, 第 1 作者  通讯作者  47: 921-939, 
[104] Wang, QH, Linton, O, Hardle, W. Semiparametric regression analysis with missing response at random. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION[J]. 2004, 99(466): 334-345, https://www.webofscience.com/wos/woscc/full-record/WOS:000221572500004.
[105] 王启华. 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[J]. 2004, 第 1 作者34(5): 549, http://lib.cqvip.com/Qikan/Article/Detail?id=11058730.
[106] Wang, QH. Likelihood-based imputation inference for mean functionals in the presence of missing responses. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2004, 56(3): 403-414, https://www.webofscience.com/wos/woscc/full-record/WOS:000224480700001.
[107] Wang, QH. Estimation of partial linear error-in-response models with validation data. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2003, 55(1): 21-39, https://www.webofscience.com/wos/woscc/full-record/WOS:000182153400003.
[108] Wang, QH, Jing, BY. Empirical likelihood for partial linear models. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS[J]. 2003, 55(3): 585-595, https://www.webofscience.com/wos/woscc/full-record/WOS:000185963900010.
[109] 王启华. Dimension reduction in partly linear error-in-response model error-in-responsemodels with validation data. Journal of Multivariate Analysis[J]. 2003, 第 1 作者85(2): 234-252, 
[110] Li, G, Wang, QH. Empirical likelihood regression analysis for right censored data. STATISTICA SINICA[J]. 2003, 13(1): 51-68, https://www.webofscience.com/wos/woscc/full-record/WOS:000181313600003.
[111] 王启华, Rao J.N.K.. Empirical likelihood-based inference in linear error-in-covariables models with validation data. Biometrika[J]. 2002, 第 1 作者89(2): 345-358, 
[112] Wang, QH, Li, G. Empirical likelihood semiparametric regression analysis under random censorship. JOURNAL OF MULTIVARIATE ANALYSIS[J]. 2002, 83(2): 469-486, 
[113] 王启华, Rao J.N.K.. Empirical likelhood-based inference under imputation for mssing response data. The Annals of Statistics[J]. 2002, 第 1 作者30(3): 896-924, 
[114] Wang, QH, Rao, JNK. Empirical likelihood-based inference in linear models with missing data. SCANDINAVIAN JOURNAL OF STATISTICS[J]. 2002, 29(3): 563-576, https://www.webofscience.com/wos/woscc/full-record/WOS:000177785500013.
[115] Wang Qihua, Zhu Lixing. aberryessenineualityforthekaplanmeierlestimator. ACTAMATHEMATICASINICAENGLISHSERIES[J]. 2001, 第 1 作者17(1): 169, http://ir.amss.ac.cn/handle/2S8OKBNM/36494, http://www.irgrid.ac.cn/handle/1471x/6869329, http://ir.amss.ac.cn/handle/2S8OKBNM/36495.
[116] 王启华. edgeworthexpansionandbootstrapapproximationforthestudentizedmlefromrandomlycensoredexponentialsamples. ACTAMATHEMATICASCIENTIA[J]. 2000, 第 1 作者522, http://lib.cqvip.com/Qikan/Article/Detail?id=1004390714.
[117] 王启华. 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36(5): 583, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=535319&detailType=1.
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[119] 王启华, 荆炳义. 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[J]. 1999, 第 1 作者29(12): 1071-1078, http://lib.cqvip.com/Qikan/Article/Detail?id=3841645.
[120] 王启华. 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[J]. 1999, 第 1 作者19(1): 1, http://121.43.60.238/sxwlxbA/CN/abstract/abstract11790.shtml.
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（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

已指导学生

孙志华  博士研究生  070103-概率论与数理统计  

汪杰珣  博士研究生  070103-概率论与数理统计  

崔艳丽  博士研究生  070103-概率论与数理统计  

毛学舟  硕士研究生  070103-概率论与数理统计  

来鹏  博士研究生  070103-概率论与数理统计  

戴鹏杰  博士研究生  070103-概率论与数理统计  

罗瑞苗  博士研究生  070103-概率论与数理统计  

陈晓林  博士研究生  070103-概率论与数理统计  

张庆昭  博士研究生  070103-概率论与数理统计  

张涵  硕士研究生  070103-概率论与数理统计  

王璇  博士研究生  070103-概率论与数理统计  

李永进  博士研究生  070103-概率论与数理统计  

刘祎  博士研究生  070103-概率论与数理统计  

罗东山  硕士研究生  071400-统计学  

杨晓洁  博士研究生  070103-概率论与数理统计  

邓涧秋  博士研究生  070103-概率论与数理统计  

盛赢  博士研究生  070103-概率论与数理统计  

孙逸帆  博士研究生  071400-统计学  

王若宇  博士研究生  070103-概率论与数理统计  

张敬  博士研究生  071400-统计学  

黄云翔  博士研究生  070103-概率论与数理统计  

葛一伟  硕士研究生  070103-概率论与数理统计  

苏苗苗  博士研究生  071400-统计学  

现指导学生

杜金烨  博士研究生  071400-统计学  

骆文娟  博士研究生  071400-统计学  

刘子辰  硕士研究生  071400-统计学  

潘越峰  博士研究生  071400-统计学  

吕福润  硕士研究生  070103-概率论与数理统计  

李冬雨  博士研究生  071400-统计学