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
邮 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.