统计学国家重点学科(2007)

专任教师
马昀蓓
数量经济研究所
副教授,博士生导师,

办公地址:
邮箱:

一、教育背景:

1999.09-2003.07就读于曲阜师范大学数学科学学院应用数学专业,获得理学学士学位;

2003.09-2006.07就读于北京工业大学应用数理学院概率论与数理统计专业,获得理学硕士学位;

2006.09-2009.07就读于中国科学院数学与系统科学研究院数理统计专业,获得理学博士学位;

2009.09-2011.08,美国华盛顿大学生物统计系博士后;

2011.09-2012.07,美国普林斯顿大学运筹与金融工程学院博士后。

期间:

2007.10-1008.02,2008.07-2008.09作为访问学者访问香港城市大学;

2009.02-2009.05作为访问学者访问美国罗彻斯特大学。

二、研究领域:

高维数据分析,非参数与半参数模型,个体化医疗,生存分析等。

三、教授课程:

计量经济学,非参数统计、非参数计量经济学和高等数理统计

四、学术成果:

1. Jianqing Fan, Yunbei Ma* and Wei Dai (2014), Nonparametric Independence Screening in Sparse Ultra- High Dimensional Varying-Coefficient Models, Journal of the American Statistical Association, 109: 1270-1284.

2. Yunbei Ma and XH Andrew Zhou (2014), Treatment Selection in a Randomized Clinical Trial via BATE Curves, accepted by Statistical Methods in Medical Research, forthcoming. (DOI: 10.1177/0962280214541724)

3 Yunbei Ma and Xuan Luo (2014), New Inference Procedures for Semiparametric Varying-Coefficient Partially Linear Cox Models, Journal of Applied Mathematics. vol. 2014, Article ID 360249, 16 pages. Doi:10.1155/2014/360249

4. Yunbei Ma, Alan Wan, Xuerong Chen and Yong Zhou (2014), On estimation and inference in a partially linear hazard model with varying coefficients, Annals of the Institute of Statistical Mathematics, 66: 931-960.

5. Yunbei Ma, Jinhong You and Yong Zhou (2013). Generalized Profile LSE in Varying-Coefficient Partially Linear Models with Measurement Errors, Acta Mathematicae Applicatae Sinica, 29: 477-490.

6. XH Andrew Zhou and Yunbei Ma (2012), BATE Curve in Assessed of Predictive Biomarkers, Science China Mathematics, 55: 1529-1552.

7. Yong Zhou, Haibo Zhou and Yunbei Ma (2011), Smooth Estimation of ROC Curve in the Presence of Auxiliary Information, Journal of Systems Science and Complexity, 24: 919-944.

8. XH Andrew Zhou, Yunbei Ma and KC Gary Chan (2011), Covariate-specific and covariate-adjusted predictive values of prognostic biomarkers with survival outcome, Advanced Medical Statistics, 2nd Edition, Accepted.

9. Renbin Gong, Yunbei Ma* and Yong Zhou (2010), Confident Estimation for Density of a Biological Population Based on Line Transect Sampling, Acta Mathematicae Applicatae Sinica, 26: 79-92.

10. Yunbei Ma, Yuan Yuan and Yong Zhou (2010), Asymptotic Normality of Weight Estimators in Marginal Hazard Models for Multivariate Failure Time Data, Acta Mathematicae Applicatae Sinica, 33: 690-701.

五、科研项目:

1. 主持一项国家自然科学基金青年项目(NO.11301424)

六、学术兼职:

国际数理统计学会中国分会(IMS-China)会员;中国现场统计研究会资源与环境统计分会理事。刊物Journal of the American Statistical Association、Scandinavian Journal of Statistics的审稿人。