崔霞 教授
Email:cuixia@gzhu.edu.cn
研究领域: 缺失数据分析,因果推断,高维数据建模
个人简介
崔霞,理学博士,教授。中国现场统计学会广东省分会常务理事;中国现场统计学会资源与环境分会理事。长期致力于缺失数据分析、因果推断、高维数据建模等方面的研究,在国内外学术刊物上《Annals of Statistics》、《Biometrika》《Scandinavian Journal of Statistics》、《Computational Statistics and Data Analysis》、《Science in China Mathematics》发表SCI检索期刊论文20余篇,其中1篇是WOS上的高被引论文。
教育背景
1999.09至2003.06,山东大学,概率论与数理统计本科
2003.09至2008.06,山东大学,概率论与数理统计硕博连读
职业经历
1.学术工作经历
2008.08至2009.07,香港浸会大学数学系,博士后
2009.08至2012.08,中山大学数学与计算科学学院,讲师
2012.08至今,金沙威尼斯欢乐娱人城,讲师/副教授/教授
2.访学工作经历
2014.09至2015.08,东北师范大学数学与统计学院,访问学者
2016.07至2017.07,美国宾州州立大学统计系,访问学者
教授课程
本科生:多元统计分析,概率论与数理统计,回归分析
研究生:高等数理统计,现代统计方法,现代回归分析
科研服务
【1】国家自然科学基金面上项目,主持,“不可忽略缺失数据模型的可识别性和双重稳健估计”(编号:11871173),2019-2022。
【2】国家自然科学基金面上项目,主持,“高维生存数据的统计推断”(编号:11471086),2015-2018。
【3】广东省高校优秀青年教师计划项目,主持,“大数据时代下的风险管理模型”(编号:Yq201404),2015-2017。
【4】国家自然科学基金青年项目,主持,“基于估计方程方法推导的半参数统计模型”(编号:1110144),2012-2014。
【5】教育部博士生导师项目,主持,“协变量调整判别分析研究”(编号:20100171120042),2011-2013。
【6】国家自然科学基金天元青年基金项目,主持,“协变量回归估计与假设检验”(编号:11026194),2011-2011。
【7】广东省教育厅项目,主持,“回归模型中混淆因素的识别与消除”(编号:LYM09011),2010-2012。
研究成果
【1】Xia Cui, Runze Li, Guangren Yang, Wang Zhou (2020+). Empirical likelihood test for a large-dimensional mean vector. Biometrika.
【6】Jun ZHANG*, Xia CUI and Heng PENG (2020), Estimation and hypothesis test for partial linear single-index multiplicative models. Annals of the Institute of Statistical Mathematics. (DOI: 10.1007/s10463-019-00706-6)
【7】Xia Cui, Weihua Zhao, Heng Lian, Hua Liang (2019). Pursuit of dynamic structure in quantile additive models with longitudinal data. Computational Statistics and Data Analysis 130, 42-60.
【8】Guangren Yang, Xia Cui* (2019). Trimmed estimators for large dimensional sparse covariance matrices. Random Matrices: Theory and Applications 8(1), 1950003-1-14.
【9】Jun ZHANG, Junpeng ZHU, Yan ZHOU*, Xia CUI and Tao LU (2018+), Multiplicative Regression Models with Distortion Measurement Errors. Statistical Papers, (Accepted, DOI: 10.1007/s00362-018-1020-2)
【10】Jun ZHANG, Yan ZHOU*, Xia CUI and Wangli XU (2018). Semiparametric Quantile Estimation for Varying Coefficient Partially Linear Measurement Errors Models, Brazilian Journal of Probability and Statistics, 32(3), 616-656.
【11】Xia Cui, Ying Lu, Heng Peng (2017). Estimation of partially linear regression models under the partial consistency property. Comput. Stat. Data. An. 115, 103-121.
【13】Cui, X., Guo, J. H. and Yang, G. R. (2017). On the identifiability and estimation of generalized linear models with parametric nonignorable missing data mechanism. Comput. Stat. Data. An. 107, 64-83.
【14】Cui, X. and Zhou, Y. (2017). Estimated conditional score function for missing mechanism model with nonignorable nonresponse. Science China Mathematics 60(7), 1197-1218.
【15】 Yang, G. R., Hou, S. M. and Cui, X.* (2017). Empirical Likelihood Confidence Regions In The Single Index Model With Growing Dimensions. Communications in Statistics: Theory and Method 46(15), 7562-7579.
【16】 Cui, X., Peng, H., Wen, S. Q. and Zhu, L. X. (2013). Component Selection in the Additive Regression Model. Scand. J. Statist. 40(3), 491-510.
【17】 Lin, L., Zhang, Q., Li, F. and Cui, X. (2011). Simulation-based two stage estimation for multiple nonparametric regression. Comput. Stat. Data. An. 55(3), 1367-1378.
【18】Cui, X., Hardle, W. and Zhu, L. X. (2010). The EFM approach for single-index models. Ann. Statist. 39(3), 1658-1688.
【19】Zhu, L., Lin, L. Cui, X. and Li, G. R. (2010). Bias-corrected empirical likelihood in a multi-link semiparametric model. J. Multivariate Anal. 101, 820-868.
【20】Li, F., Lin, L. and Cui, X. (2010). Covariate-adjusted partially linear regression models. Commun. Stat-Theor. M. 39(6), 1054-1074.
【21】Cui, X., Guo, W. S., Lin, L. and Zhu, L. X. (2009). Covariate-adjusted nonlinear regression. Ann. Statist. 37(4), 1839-1870.
【22】Lin, L., Cui, X. and Zhu, L. X. (2009). An adaptive two-stage estimation method for additive models. Scand. J. Statist. 36(2), 248-269(22)
【23】Cui, X., Lin, L. and Yang, G. R. (2008). An Extended Projection Data Depth and Its Applications to Discrimination. Commun. Stat-Theor. M. 37(14), 2276-2290.
【24】Lin, L. and Cui, X. (2006). Stahel-Donoho kernel estimation for fixed design nonparametric regression models. Sci. China. Ser. A. 49(12), 1879-1896.