
孙志华 女 教授 博导 数学科学学院
电子邮件:sunzh@ucas.ac.cn 或 sunzh@amss.ac.cn
通信地址:北京市石景山区玉泉路19号甲中国科学院大学数学科学学院科研楼426室
邮政编码:100049
研究领域
研究领域为复杂数据分析、非参数和半参数统计、模型检验、生存分析、纵向数据统计分析等。
熟悉各类统计分析方法和统计软件,欢迎各类基于项目的交叉研究与合作。
招生信息
招收对统计的学习和研究有兴趣的研究生,联系邮件:sunzh@ucas.ac.cn或sunzh@amss.ac.cn。 2023年9月入学这一届没有招生计划。
招生专业:统计学,概率论与数理统计
研究兴趣:测量误差数据,模型检验,复杂数据统计分析,高维数据处理,混合模型, 函数型数据,分位回归等.
工作经历和教育背景
教育背景:
2007.7于中科院数学与系统科学研究院获博士学位;
2002.7于华中师范大学获硕士学位;
1999.7于华中师范大学获学士学位。
工作经历:
2007-06--今 中科院研究生院 讲师 副教授 教授;
2013-12-2014-11 Northwestern University访问副教授;
2010-01--2010-07 Rochester大学 助理教授
2009-12--2010-02 香港浸会大学 助理研究员
2008-06--2010-11 中科院数学与系统科学研究院 博士后
2007-07--2011-06 中科院研究生院 讲师
2006-08--2006-10 香港理工大学 助理研究员
2002-06--2004-7 湖北大学 助理教授
教学工作
奖励及荣誉
1. 获得2008年京津地区青年概率统计会议宝洁优秀论文奖;
2. 获得2006年度中国科学院数学与系统科学研究院院长奖学金优秀奖;
3. 被评为2005—2006学年度中国科学院数学与系统科学研究院三好学生;
4. 被评为2005—2006学年度中国科学院数学与系统科学研究院应用数学所三 好学生;
5. 2009年度中国科学院研究生院优秀个人;
6. 获得2009年度中科院研究生院数学科学学院教学青年进步奖;
7. (2010)国家统计局第十届全国统计科学研究优秀成果奖二等奖(参加);
8. (2013)《非参数统计》课程获评校级优秀课程;
9. 2015年度中国科学院大学优秀个人;
10. 2016年度中国科学院数学与系统科学研究院优秀教师奖;
11. 2017年度中国科学院大学优秀个人;
12. 2018 国家自然科学基金联合基金项目:多源混合信号分选数学方法研究,结题答辩优秀;
13. 2019年CSDA杂志杰出审稿人;
14. (2021)《非参数统计》课程获评校级优秀课程。
论文及出版专著情况
已投稿的文章:
1. Jiang Du, Xiaoqian Sun and Zhihua Sun*. (2022). Spline-based estimation of partially linear varying coefficient spatial autoregressive models. Submitted.
2. Feifei Chen, Wangxing zhang, Zhihua Sun* and Yuanyuan Guo(2022). Improved estimation of hazard function when failure information is missing not at random. Submitted.
3. Tong Zhang, Zhihua Sun* and Liuquan Sun(2022). Checking the Partial Functional Linear Model with Additive Measurement Error. Submitted.
发表和接收的文章和论著:
1. Zhihua Sun, Feifei Chen* and Hua Liang. (2021). Efficient diagnosis for parametric regression models with distortion measurement errors incorporating dimension-reduction. Statistica Sinica. online(http://www3.stat.sinica.edu.tw/ss_newpaper/SS-2020-0038_na.pdf DOI number: 10.5705/ss.202020.0038)。
2. Gongming Shi, Jiang Du, Zhihua Sun, Zhongzhan Zhang*(2021). Checking the adequacy of functional linear quantile regression model.Journal of Statistical Planning and Inference. 210, 64-75.
3. Zhihua Sun, Yuanyuan Guo Tianfa Xie* Miaomiao Wang(2021) Model diagnostics of parametric Tobit model based on cumulative residuals. Journal of the Korean Statistical Society. 50:198–213.
4. Zhihua Sun Dongshan Luo Xiaohua Zhou Qingzhao Zhang*(2021) Comparative studies on the adequacy check of parametric measurement error models with auxiliary variable. Statistical papers. 62:1723-1751.
5. Zhihua Sun, Feifei Chen, Hua Liang* and David Ruppert. (2021)A projection-based consistent test incorporating dimension-reduction in partially linear models. Statistica Sinica 31 1489-1508.
6. 鲁小凡 孙志华 王晴晴*(2021) 协变量随机删失时部分线性模型的估计。数理统计与管理,接收。
7. 郭媛媛 杨雪梅 孙志华*.(2021) 单指标分位回归模型估计的MM算法研究. 中国科学院大学学报,38(3): 189-296.
8. Miaomiao Wang, Chunling Liu, Tianfa Xie and Zhihua Sun* (2020). Data-driven model checking for errors-in-variables varying-coefficient models with replicate measurements. Computational Statistics and Data Analysis. 141, 12-27. (第一作者为硕士生)
9. Sujin Zheng, Siyu Gao, Zhihua Sun* (2020) Projection-based consistent test for linear regression modelwith missing response and covariates. Acta Mathematicae Applicatae Sinica (English Series) . 36( 4): 917–935.
10. 牛娟 谢田法 郭媛媛 孙志华*. (2020)协变量有测量误差时Tobit回归模型的估计. 系统科学与数学. 40(9): 1672-1686.
11. Zhihua Sun, Yifan, Jiang and Xue Ye* (2019) Improved statistical inference on semiparametric varying coefficient partially linear measurement error model. Journal of Nonparametric Statistics.31:1-18..
12. Zhifan Liu, Chunling Liu and Zhihua Sun* (2019). Consistent model check of errors-in-variables varying-coefficient model with auxiliary variable. Journal of Statistical Planning and Inference. 198, 13-28. (第一作者为硕士生)
13. 杨雪梅 王小英 孙志华* (2019)部分线性分位回归模型估计的MM算法. 系统科学与数学. 39(3): 459-469。
14. Zhihua Sun, Xue Ye; Liuquan Sun*.(2018) Consistent test for parametric models with right-censored data using projections. 118, Computational Statistics and Data Analysis.118, 112-125. [SCI]
15. 刘智凡;王妙妙;谢田法;孙志华*.(2018)工具变量辅助的变系数测量误差模型的估计. 中国科学院大学学报, 35(1): 1-9.
16. Lei Liu, Sun Zhihua* (2017) Kernel-based global MLE of partial linear random effects models for longitudinal data. Journal of Nonparametric Statistics, 29:3, 615-635. [SCI]
17. Zhihua Sun, Feifei Chen,Xiao-hua Zhou and Qingzhao Zhang*.(2017) Improved model checking methods for parametric models with responses missing at random. Journal of Multivariate Analysis. 154:147-161. [SCI]
18. 孙志华 尹俊平 陈菲菲 叶雪 . 非参数统计与半参数统计。 清华大学出版社,2016年6月出版。
19. 陈菲菲 孙志华* 叶雪. (2016) 失效信息随机缺失时可加危险率模型的统计推断. 中国科学院大学学报。2016(33) :443-452。
20. Zhihua Sun,* Xue Ye; Liuquan Sun. .(2015) Consistent Test of Error-in-variables Partially Linear Model with Auxiliary ariables. Journal of Multivariate Analysis 141 (2015), 118–131. [SCI]
21. Dai pengjie, Zhang qingzhao and Sun zhihua*(2014).Variable selection of generalized regression models based on maximum rank correlation. Acta Math. Appl. Sin. Engl. Ser. 30(3): 833-844 [SCI]
22. .Ma, S., Zhang, J., Sun, Z., & Liang, H*. (2014). Integrated conditional moment test for partially linear single index models incorporating dimension-reduction.Electronic Journal of Statistics, 8(1), 523-542.[SCI]
23. Zhihua Sun, Tianfa Xie and Hua Liang*.(2013). Statistical Inference for Right-censored Data With Nonignorable Missing Censoring Indicators. Science China Mathematics, 2013, 56(6): 1263-1278. [SCI]
24. Xie, Tianfa, Sun, Zhihua and Sun, LiuQuan* (2012). Consistent model specification test for a partial linear model with missing covariates at random. J. Nonparametric Statist. Vol 24, 841-856. [SCI]
25. Sun Zhihua*, Ip Wai-cheung and Wong Heung(2012). Model checking for a general linear model with nonignorable missing covariates. Acta Math. Appl. Sin. Engl. Ser. Vol 28,99-110. [SCI]
26. Yao Lili, Sun Zhihua and Wang Qihua* (2010). Semiparametric estimation of average treatment effect based on parametric propensity score model. Journal of Statistical Planning and Inference. 140, 806-816. [SCI]
27. Sun Liuquan*, Mu Xiaoyun, Sun Zhihua and Tong Xingwei (2011). Semiparametric analysis of longitudinal data with informative observation times. Acta Math. Appl. Sin. Engl. Ser. Vol. 27, 29-42. [SCI]
28. 孙志华;刘金祎;贾超华(2011). 部分线性模型在北京市税收分析和预测中的应用。数学的实践与认识。第41卷,9-13.
29. .Dai, Pengjie, Sun, Zhihua* and Wang, Peng (2010). Model checking for general linear error-in-covariable model with validation data. J. Syst. Sci. Complex. Vol. 23, 1153-1166. [SCI]
30. Sun Zhihua, Wang Qihua* and Dai Pengjie (2009). Model checking for partially linear models when some responses are missing at random. Journal of Multivariate Analysis.100, 636-651. [SCI]
31. .Sun Zhihua and Wang Qihua (2009). Checking the adequacy of agenerallinearmodel with responsesmissing at random. Journal of Statistical Planning and Inference. 139, 3588-3604. [SCI]
32. 孙志华 谢田法 (2008). 综合评价方法的优良性研究。.数学的实践与认识。第38卷,31-39.
33. Sun Zhihua (2007). Quasi-likelihood estimation of average treatment effects based on model information. Science in China. Vol. 50, 1-12. [SCI]
中文版:孙志华. 基于模型信息的平均处理效果的拟似然估计[J]. 中国科学2006(11): 1288-1301.
34. Sun Zhihua and Wang Qihua (2007). Semi-parametric random censorship models with failure indicators missing at random. Journal of Applied Probability and Statistics. Vol. 2, 189-209. 2007.
35. Wang Qihua and Sun Zhihua (2007). Estimation in partially linear models with missing responses at random, Journal of Multivariate Analysis. Vol. 92.1470-1493. [SCI]
36. Wu Jihua Xie Minyu Peng Rong and Sun Zhihua (2005). Goodness of fit test with genetic background. J. Syst. Sci. Complex.Vol.18, 27-34. [SCI]
37. Sun Zhihua (2003). 我国普通高等教育人力资源发展水平的统计分析。.数理统计与管理。 第22卷第三期, 6-9.