马昀蓓
- 副教授 博士生导师
- 职务 副教授 博士生导师
Email:myb@swufe.edu.cn
四川省成都市温江区柳台大道555号
研究方向
High Dimensional SparseModel ；Nonparametric andSemiparametric Modeling ；Personalized Medicine ；Survival Analysis.
教育经历
统计学博士，2009，中科院数学与系统科学研究院
统计学硕士，2006，北京工业大学应用数理学院
理学学士， 2003，曲阜师范大学数学科学学院
研究领域
High Dimensional SparseModel
Nonparametric andSemiparametric Modeling
Personalized Medicine
Survival Analysis
统计学博士，2009，中科院数学与系统科学研究院
统计学硕士，2006，北京工业大学应用数理学院
理学学士， 2003，曲阜师范大学数学科学学院
研究领域
High Dimensional SparseModel
Nonparametric andSemiparametric Modeling
Personalized Medicine
Survival Analysis
发表文章
11. Yunbei Ma, Yi Li, Huazhen Lin* And Yi Li. Concordance measure-based feature screening and variable selection. Statistica Sinica. Accepted.
10. 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（507）1270-1284
9. 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)
8. 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
7. 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.
6. 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.
5. XH Andrew Zhou and Yunbei Ma (2012), BATE Curve in Assessed of Predictive Biomarkers, Science China Mathematics, 55: 1529-1552.
4. 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.
3. 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.
2. 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.
1. Yunbei Ma, Yuan Yuan and Yong Zhou (2010), Asymptotic Normality of Weight Esti-mators in Marginal Hazard Models for Multivariate Failure Time Data, Acta Mathematicae Applicatae Sinica, 33: 690-701.
11. Yunbei Ma, Yi Li, Huazhen Lin* And Yi Li. Concordance measure-based feature screening and variable selection. Statistica Sinica. Accepted.
10. 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（507）1270-1284
9. 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)
8. 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
7. 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.
6. 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.
5. XH Andrew Zhou and Yunbei Ma (2012), BATE Curve in Assessed of Predictive Biomarkers, Science China Mathematics, 55: 1529-1552.
4. 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.
3. 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.
2. 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.
1. Yunbei Ma, Yuan Yuan and Yong Zhou (2010), Asymptotic Normality of Weight Esti-mators in Marginal Hazard Models for Multivariate Failure Time Data, Acta Mathematicae Applicatae Sinica, 33: 690-701.
博士后，2011年9月-2012年8月，
Department of OperationsResearch and Financial Engineering, Princeton University
博士后，2009年9月-2011年8月，
Department ofBiostatistics, University of Washington
访问学者，2009年2月-2009年5月，
Department ofBiostatistics and Computational Biology, University of Rochester
访问学者，2007年10月-2008年2月；2008年7月-2008年9月，
Department of Management Science, City Universityof Hong Kong
Department of OperationsResearch and Financial Engineering, Princeton University
博士后，2009年9月-2011年8月，
Department ofBiostatistics, University of Washington
访问学者，2009年2月-2009年5月，
Department ofBiostatistics and Computational Biology, University of Rochester
访问学者，2007年10月-2008年2月；2008年7月-2008年9月，
Department of Management Science, City Universityof Hong Kong