副主任:叶 鹏 副教授

叶鹏,副教授博士生导师,惠园优秀青年学者,数据科学副主任,数据科学系与应用数学系联合党支部书记, 电子邮箱:yepeng@uibe.edu.cn

教育背景:

2015年6月毕业于中国科学院数学与系统科学研究院,获理学博士学位

工作经历:

2021.08-对外经济贸易大学统计学院副教授、博士生导师
2019.01-对外经济贸易大学统计学院副教授
2015.08-2018.12对外经济贸易大学统计学院助理教授

学术访问

2017.03-2018.03:美国杜兰大学流行病学系,Postdoctoral Fellow

2016.07-2016.08:香港中文大学统计系,Research Associate

2014.03-2014.06:香港理工大学应用数学系,Research Fellow

研究方向

生存分析 (Survival Analysis)生物医学统计 (Biostatistics, Statistics in Medicine),不完全观察数据统计分析 (Statistical Analysis of Incomplete Data)

教授课程

线性代数本科生,概率论与数理统计本科生数据科学前沿专题(硕士生),数据分布式计算(硕士生),高等统计学(博士生),统计前沿专题(博士生)

研究成果(*通讯作者):

[1]Ye Peng,Zhao Xingqiu, Sun Liuquan and Xu Wei (2015). A semiparametric additive rates model for multivariate recurrent events with missing event categories. Computational Statistics and Data Analysis , 89,39–50. [SCI,国际B]

[2]Ye Peng,Sun LiuquanZhao Xingqiu and Xu Wei(2015). Additive-multiplicative rates model for multivariate recurrent events with event categories missing at random. SCIENCE CHINA Mathematics, 58(6), 1163-1178. [SCI,国际B]

[3]Ye Peng*, Dai Jiajia and Zhu Jun(2017).Joint Analysis of Recurrent Event Data with a Dependent Terminal Event.Journal of Systems Science and Complexity,30, 1443-1458. [SCI]

[4]Hua He, Hui Zhang, Peng Ye and Wan Tang (2019).A test of inflated zeros for Poisson regression models. Statistical Methods in Medical Research,28(4),1157-1169. [SCI,国际B]

[5]Peng Ye, Wan Tang, Jiang He and Hua He (2019). A GEE-type approach to untangle structural and random zeros in  predictors.  Statistical Methods in Medical Research,28(12) 3683–3696. [SCI, 国际B]

[6]Peng Ye, Yi Tang, Liuquan Sun, Wan Tang and Hua He(2021).Testing inflated zeros in binomial regression models. Biometrical Journal, 63(1),59-80. [SCI, 国际B]

[7]Yuhan Zou, Zuoxiang Peng, Jerry Cornell,Peng Ye and Hua He(2021). A new statistical test for latent class in censored data due to detection limit. Statistics in Medicine,40(3),779–798. [SCI,国际A]

[8]Jin Jin,Ye Peng* and Sun Liuquan (2022). A class of weighted estimating equations for additive hazards models with covariates missing at random.SCIENCE CHINA Mathematics, 65(3),583–602. [SCI,国际B]

[9]Peng Ye, Xinhui Qiao, Wan Tang,Chunyi Wang and Hua He(2022).Testing latent class of subjects with structural zeros in  negative binomial models with applications to gut microbiome data.Statistical Methods in Medical Research [SCI,国际B]. forthcoming

[10]Xinhui Qiao, Hua He, Lixin Liu and Peng Ye∗(2022).Testing latent class with structural zeros in gut microbiome data using generalized Poisson regression models. Submitted to Statistics in Medicine [SCI,国际A]

[11]Xinhui Qiao, Peng Ye, Liuquan Sun and Hua He(2022).Testing zero-inflation in marginal binomial regression models for longitudinal data. Submitted to Biometrical Journal [SCI,国际B]


科研项目:

[1] 国家自然科学基金青年项目带终止事件和类型缺失的多类型复发事件统计分析”(编号:116010802017.012019.12主持人(已结项).

[2] 对外经济贸易大学校级青年学术创新团队项目“大数据驱动下的统计决策模型与算法”(编号:CXTD11-05), 2020.012022.12,主持人.

[3] 国家自然科学基金面上项目纵向标记数据的带信息建模与推断”(编号:11671275 ),2017.012020.12,参与人.

[4] 国家自然科学基金青年项目几类典型双斜过程的性质及其在金融衍生品定价中的应用研究”(编号:11701085),2018.012020.12,参与人.

[5] 对外经济贸易大学校级青年学术创新团队项目“数据科学前沿理论探讨与应用研究”(编号:CXTD10-09), 2019.012021.12,参与人.


学术兼职:

中国现场统计研究会环境与资源统计分会理事,中国现场统计研究会高维数据统计分会理事;Journal of Statistical Computation and SimulationStatistical Methods in Medical ResearchComputational Statistics and Data Analysis等期刊审稿人。