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赵晓兵
2013-09-30 14:51   审核人:

赵晓兵 (Zhao, Xiaobing),博士 (PhD),教授

 

联系地址: 杭州下沙学源街18号,浙江财经大学,数据科学学院

电子信箱: maxbzhao@126.com

   编: 310018

 

最终学历

·2002.12-2006.12:香港理工大学,获哲学博士学位(PhD)

博士后经历:

·2006.10-2008.12:  华东师范大学金融与统计学院,博士后

 

研究方向:

·生存分析(Survival Analysis)

·保险精算 (Actuarial Studies)

·复发事件分析 (Recurrent Events Data Analysis)

·医学统计 (Statistics in Medicine)

·高维数据分析(Dimension Reduction Analysis)

最近兴趣:

·海量数据分析(Massive data Analysis)

·网络数据分析(Networks data Analysis)

 

主持的国家级项目:

· 国家自然科学基金(面上项目),复发事件中高维协变量的降维技术及其应用研究, 2013.1-2016.12,项目编号: 11271317. 已经结题.

· 国家自然科学基金(面上项目),治愈模型和复发事件数据的联合建模,推断及应用, 2009.1-2011.12, 项目编号: 10871084, 已经结题.

 

学术兼职:

·美国数学评论评论员(Mathematical Reviews)

·国家自然科学基金通讯评审专家

·下列期刊匿名审稿人

*  Journal of the American Statistical Association

*  Scandinavian Journal of Statistics

*  Statistics in Medicine

*  Journal of Applied Statistics

*  Communication in Statistics: Simulation and Computation

*  Communication in Statistics: Theory and Methods 

*  Journal of Systems Science and Complexity

*  Computer Methods and Programs in Biomedicine

*  Acta Mathematica Scientia,数学物理学报

*  Chinese Journal of Applied Probability and Statistics,应用概率统计

 

主要海外经历:

2009.03-2009.06:澳大利亚麦考瑞大学精算系(Macquarie University)

2014.09-2015.08:美国西北大学医学院预防医学系(Northwestern University)

 

 入选人才情况:

·浙江省高校中青年科学带头人

·浙江财经大学杰出中青年教师资助计划(A类)

 

主要学术论文:

 

1. 已经发表或接收:

 

[26] Xiaobing Zhao (赵晓兵), Wang, W.W., Liu, L. and Shih, T. (2018). A flexible quantile regression model for medical costs, with application to medical expenditure panel survey studyl costs.  Accepted by  Statistics in Medicine.  SCI源刊

[25]Wang, W. W., Wu, X. Y. , Xiaobing Zhao (赵晓兵)and Zhou. X. (2018). Robust variable selection of joint frailty model for panel count data.  Accepted by Journal of Multivariate Analysis. SCI源刊

[24] Zheng, Y.Q., Xiaobing Zhao (赵晓兵)and Zhang, X. Q. (2018). Understand dynamic status-change of hospital stay and cost accumulation by a differential-equation-based combination of continuous and finitely-jumped processes.  Accepted by Computational and Mathematical Methods in Medicine. SCI源刊

[23]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2017). Partial sufficient dimension reduction on additive rates model for recurrent event data with high-dimensional covariates.  Accepted by Statistical Papers.  SCI源刊

[22]Xiaobing Zhao (赵晓兵)and Zhou, Xian . (2017). Multi-type insurance claim processes with high-dimensional covariates. Communications in Statistics-Simulation and Comput- ation, 46,500-514.  SCI

[21] Xiaobing Zhao (赵晓兵) and Zhou. X.(2015). Semiparametric models of longitudinal and time-to-event data with applications to HIV viral dynamics and CD4 counts. Journal of Applied Statistics. 42,2461-2477. SCI

[20] Xiaobing Zhao (赵晓兵) and Zhou. X.(2015).Estimation of copula based models for lifetime medical costs.  Annals of the Institute of Statistical Mathematics, 67,897-915. SCI

[19] Xiaobing Zhao (赵晓兵),Wang, Jinglong, Zhou, Xian and Zhu, Zhongyi. (2015). Recurrent events analysis in the presence of terminal event and zero -recurrence subjects. Communications in Statistics -Theory and Methods,44,710-725. SCI

[18]Xiaobing Zhao (赵晓兵)and Zhou, Xian. (2014). Copula-based dependency between frequency and class in car insurance with excess-zeros. Operations Research Letters. 42, 273-277. SCI, SSCI

[17] Xiaobing Zhao (赵晓兵) and Zhou, Xian. (2014). Sufficient dimension reduction on the mean and rate functions of recurrent events. Statistics in Medicine, 33, 3693-3709. SCI

[16] Xiaobing Zhao (赵晓兵)and Zhou, Xian.(2014). Sufficient dimension reduction on marginal regression for gaps of recurrent events. Journal of Multivariate Analysis,127,56-71. SCI

[15]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2012). Estimation of medical costs by copula models with dynamic change of health status, Insurance: Mathematics and Economics, 51, 480-491. SCI, SSCI

[14] Xiaobing Zhao (赵晓兵), Xian Zhou and Jinglong, Wang. (2012). Semiparmetric model for recurrent events data with cure fraction and informative censoring, Journal of Statistical Planning and Inference, 141, 289-300.  SCI

[13]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2012). Modeling gap times between recurrent events by marginal rate function, Computational Statistics and Data Analysis, 56, 370-383. SCI

[12]Xiaobing Zhao (赵晓兵)and Xian, Zhou. (2012). Estimation of copula- based insurance claim numbers with excess zeros, Insurance: Mathematics and Economics, 50,191-199. SCI, SSCI

[11]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2012). Measurement error in proportional hazards models for survival data with long-term survivors, Acta Mathematicae Applicatae Sinica, English Series, 28(2),275-288.  SCI

[10]Xiaobing Zhao (赵晓兵)and Xian Zhou.(2010). Empirical receiver operating characteristic curve for two-sample comparison with cure fractions, Lifetime Data Analysis, 16,316-332. SCI

[9]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2010). Semiparametric estimation in transformation models with cure fraction, Communications in Statistics-Theory and Methods, 39,3371-3388. SCI

[8]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2010). Applying copula models to individual claim loss reserving methods,Insurance: Mathematics and Economics,46,290-299. SCI, SSCI

[7] Limin Wen, Xianyi Wu and Xiaobing Zhao (赵晓兵). (2009). The credibility premiums under generalized weighted loss functions, Journal of Industrial and Management Optimization, 5(4), 893-910. SCI,SSCI

[6]Xiaobing Zhao (赵晓兵), Jinglong, Wang and Xian Zhou. (2009). Semiparametric model for prediction of individual claim loss reserving, Insurance: Mathematics and Economics, 45, 1-8. SCI, SSCI

[5]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2009). Semiparametric modeling of cost data containing zeros, Statistics and Probability Letters, 79,1207-1214. SCI,SSCI

[4]Xiaobing Zhao (赵晓兵),Wu Xianyi and Zhou Xian. (2009). A Change-point model for survival data with long-term survivors,  Statistica Sinica, 377-390,SCI

[3]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2008). Discrete-time survival analysis for survival data with long-term survivors,Statistics in Medicine, 27, 1261-1281. SCI

[2]Xiaobing Zhao (赵晓兵)and Xian Zhou and Xianyi Wu. (2007). Local linear regression in proportional hazards model with censored data, Communications in Statistics-Theory and Methods,36,2761-2776. SCI

[1]Xiaobing Zhao (赵晓兵)and Xian Zhou. (2006). Proportional hazards models for survival data with long-term survivors, Statistics and Probability Letters, 76, 1685-1893. SCI

 

2. 已经递交的论文:

[5]Wang, W. W., Wu, X. Y. Zhang, X.Q. and Xiaobing Zhao (赵晓兵).(2016). Partial sufficient dimension reduction on the joint model of recurrent events and terminal events.  Minor revision for Journal of Applied Statistics.

[4]Wang, W. W., Wu, X. Y. , Xiaobing Zhao (赵晓兵)and Zhou.X.. (2018). Quantile variable selection for semiparametric transformation model with panel count data. Submitted.

[3]Zhang, X. Q., Xiaobing Zhao (赵晓兵)and Zheng, Y.Q. (2018). A novel approach to estimate the Cox model with temporal covariates and application to medical cost data.Submitted.

[2]Xiaobing Zhao (赵晓兵), Xu, X., Liu ,L. and Shih, T. (2017). Sufficient dimension reduction on partially nonlinear single-index models with application to correlated medical costs. Submitted.

[1]Feng, Y., Xiaobing Zhao (赵晓兵) and Zhou, X. (2017). Semiparametric random censor- ship models for survival data with long-term survivors . Submitted.

 

 

 

Xiaobing Zhao              Address: School of Data Sciences

                                            Zhejiang University of Finance and Economics

Curriculum Vitae          18 Xueyuan Street, Hangzhou,310018, China

                                      Email: maxbzhao@zufe.edu.cn

April 2018                     

 

 

 

EDUCATION( Highest Academic Qualification):

2006  Ph.D.  The Hong Kong Polytechnic University, Department of Applied

             Mathematics

             Thesis Title: Proportional hazards models for survival data with

             long-term survivors

             Supervisor: Xian Zhou 

 

 

EMPLOYMENT(FROM 2010):

2015.08-Present   Professor, School of Data Sciences, Zhejiang University of

                  Finance & Economics

2014.9-2015.08:   Visiting Professor, Department of Preventive Medicine,

                  Northwestern University (USA)

2013.11-2014.09   Professor, School of Data Sciences, Zhejiang University of

                  Finance & Economics

2010.04-2013.11   Associate Professor, School of Data Sciences, Zhejiang

                  University of Finance & Economics

 

 

RESEARCH  INTERESTS:

·Survival Analysis

·Actuarial Studies

·Recurrent Events Data Analysis

·Statistics in Medicine

·Dimension Reduction Analysis

CURRENT  INTERESTS

·Massive data Analysis

·Networks data Analysis

 

 

GRANTS:

* 2012-2016: National Natural Science Foundation of China(NSFC), Grant No.11271317, "Dimension reduction approaches and their application on survival models with high-dimensional covariates",  Principle Investigator

* 2008-2011: National Natural Science Foundation of China(NSFC),Grant No.10871084, "Statistical inference and its application for a joint model of cure rate and recurrent event data ",  Principle Investigator

 

PROFESSIONAL SERVICES:

Reviewer for following Journals:

*  Journal of the American Statistical Association

*  Scandinavian Journal of Statistics

*  Statistics in Medicine

*  Journal of Applied Statistics

*  Communication in Statistics: Simulation and Computation

*  Communication in Statistics: Theory and Methods

*  Journal of Systems Science and Complexity

*  Computer Methods and Programs in Biomedicine

*  Acta Mathematica Scientia 

*  Chinese Journal of Applied Probability and Statistics 

 

 

SELECTED PAPERS:

 

[26] Xiaobing Zhao, Wang, W.W., Liu, L. and Shih, T. (2018). A flexible quantile regression model for medical costs, with application to medical expenditure panel survey studyl costs.  Accepted by  Statistics in Medicine.

[25]Wang, W. W., Wu, X. Y. , Xiaobing Zhao and Zhou. X. (2018). Robust variable selection of joint frailty model for panel count data.  Accepted by Journal of Multivariate Analysis.

[24] Zheng, Y.Q., Xiaobing Zhao and Zhang, X. Q. (2018). Understand dynamic status-change of hospital stay and cost accumulation by a differential-equation-based combination of continuous and finitely-jumped processes.  Accepted by Computational and Mathematical Methods in Medicine.

[23]Xiaobing Zhao and Xian Zhou. (2017). Partial sufficient dimension reduction on additive rates model for recurrent event data with high-dimensional covariates.  Accepted by Statistical Papers.  

[22]Xiaobing Zhao and Zhou, Xian . (2017). Multi-type insurance claim processes with high-dimensional covariates. Communications in Statistics-Simulation and Comput- ation, 46,500-514.

[21] Xiaobing Zhao and Zhou. X.(2015). Semiparametric models of longitudinal and time-to-event data with applications to HIV viral dynamics and CD4 counts. Journal of Applied Statistics. 42,2461-2477.

[20] Xiaobing Zhao  and Zhou. X.(2015).Estimation of copula based models for lifetime medical costs.  Annals of the Institute of Statistical Mathematics, 67,897-915.

[19] Xiaobing Zhao ,Wang, Jinglong, Zhou, Xian and Zhu, Zhongyi. (2015). Recurrent events analysis in the presence of terminal event and zero -recurrence subjects. Communications in Statistics -Theory and Methods,44,710-725.

[18]Xiaobing Zhao and Zhou, Xian. (2014). Copula-based dependency between frequency and class in car insurance with excess-zeros. Operations Research Letters. 42, 273-277.

[17] Xiaobing Zhao  and Zhou, Xian. (2014). Sufficient dimension reduction on the mean and rate functions of recurrent events. Statistics in Medicine, 33, 3693-3709.

[16] Xiaobing Zhao and Zhou, Xian.(2014). Sufficient dimension reduction on marginal regression for gaps of recurrent events. Journal of Multivariate Analysis,127,56-71.

[15]Xiaobing Zhao and Xian Zhou. (2012). Estimation of medical costs by copula models with dynamic change of health status, Insurance: Mathematics and Economics, 51, 480-491.

[14] Xiaobing Zhao, Xian Zhou and Jinglong, Wang. (2012). Semiparmetric model for recurrent events data with cure fraction and informative censoring, Journal of Statistical Planning and Inference, 141, 289-300.

[13]Xiaobing Zhao and Xian Zhou. (2012). Modeling gap times between recurrent events by marginal rate function, Computational Statistics and Data Analysis, 56, 370-383.

[12]Xiaobing Zhao and Xian, Zhou. (2012). Estimation of copula- based insurance claim numbers with excess zeros, Insurance: Mathematics and Economics, 50,191-199.

[11]Xiaobing Zhao and Xian Zhou. (2012). Measurement error in proportional hazards models for survival data with long-term survivors, Acta Mathematicae Applicatae Sinica, English Series, 28(2),275-288.

[10]Xiaobing Zhao and Xian Zhou. (2010). Empirical receiver operating characteristic curve for two-sample comparison with cure fractions, Lifetime Data Analysis, 16,316-332.

[9]Xiaobing Zhao and Xian Zhou. (2010). Semiparametric estimation in transformation models with cure fraction, Communications in Statistics-Theory and Methods, 39,3371-3388.

[8]Xiaobing Zhao and Xian Zhou. (2010). Applying copula models to individual claim loss reserving methods,Insurance: Mathematics and Economics,46,290-299.

[7] Limin Wen, Xianyi Wu and Xiaobing Zhao. (2009). The credibility premiums under generalized weighted loss functions, Journal of Industrial and Management Optimization, 5(4), 893-910.

[6]Xiaobing Zhao, Jinglong, Wang and Xian Zhou. (2009). Semiparametric model for prediction of individual claim loss reserving, Insurance: Mathematics and Economics, 45, 1-8.

[5]Xiaobing Zhao and Xian Zhou. (2009). Semiparametric modeling of cost data containing zeros, Statistics and Probability Letters, 79,1207-1214.

[4]Xiaobing Zhao,Wu Xianyi and Zhou Xian. (2009). A Change-point model for survival data with long-term survivors,  Statistica Sinica, 377-390.

[3]Xiaobing Zhao and Xian Zhou. (2008). Discrete-time survival analysis for survival data with long-term survivors,Statistics in Medicine, 27, 1261-1281.

[2]Xiaobing Zhao and Xian Zhou and Xianyi Wu. (2007). Local linear regression in proportional hazards model with censored data, Communications in Statistics-Theory and Methods,36,2761-2776.

[1]Xiaobing Zhao and Xian Zhou. (2006). Proportional hazards models for survival data with long-term survivors, Statistics and Probability Letters, 76, 1685-1893.

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