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杨宜平

2018年09月12日 16:59  点击:[]

一、个人简介

杨宜平,女,博士,教授,硕士生导师,重庆工商大学数学与统计学院,中国现场统计研究会资源与环境统计分会理事。2010年7月毕业于北京工业大学概率论与数理统计专业,获理学博士学位。一直给本科生主讲《统计学》、《统计学实验》、《非参数统计》等课程。主要研究领域包括计量经济模型、非参数与半参数模型以及数据分析。在《Journal of Multivariate Analysis》、《SCIENCE CHINA Mathematics》、《数学学报》等国内外知名期刊发表学术论文20余篇。先后主持国家自然科学基金天元基金、国家社科基金青年项目、国家自科基金青年项目等国家级项目3项、重庆市自然科学基金项目和重庆市教委项目等省部级项目4项。荣获第十一届全国统计科研优秀成果奖博士论文二等奖1项,出版专著1部。

二、研究方向

非参数统计与数据分析。研究内容涉及:非参数与半参数模型及其计量经济中的应用;复杂数据分析;经验似然等。

三、主要科研成果

(一)项目

1、国家自然科学基金青年基金:半参数工具变量模型的统计方法、理论及其应用

2、国家自然科学基金数学天元青年基金:不完全数据半参数回归模型的统计分析及其应用

3、国家社科基金青年基金:计量经济学中半参数模型的复杂数据统计推断

4、重庆市自然科学基金:半参数混合效应模型的分位数回归及其应用

5、重庆市自然科学基金:复杂数据半参数回归模型的统计方法与应用研究

6、重庆市教委项目:计量经济学中半参数模型的变量选择

7、重庆市教委项目:纵向数据下含内生变量的半参数模型的统计推断及其应用

(二)代表性论文

1Yang Yiping,Xue Liu Gen, Cheng Weihu. Empirical likelihood for a partially linear model with covariate data missing at random. Journal of Statistical Planning and Inference(SCI) , 2009,139, 4143-4153.

2Yang Yiping,Xue Liugen, Cheng Weihu. The empirical likelihood goodness-of-fit test for regression model with randomly censored data. Communications in Statistics -Theory and Methods (SCI), 2011, 40: 424-435.

3Yang Yiping,Xue Liugen, Cheng Weihu. Variable selection for partially linear models with randomly censored data. Communications in Statistics -Simulation and Computation(SCI), 2010, 39:1577-1589.

4Yang Yiping,Xue Liugen, Cheng Weihu.. Two-step estimators in partial linear models with missing response variables and error-prone covariates. Journal of System Science and Complexity (SCI),2011,24:1165-1182.

5Yang Yiping,Xue Liu Gen, Cheng Weihu. An empirical likelihood method in a partially linear single-index model with right censored data.Acta Mathematica Sinica, English Series (SCI),2012,28(5): 1041-1060.

6 Yang Yiping ,Xue Liugen, Cheng Weihu. Variable selection in the partially linear errors-in-variables models for longitudinal data. Acta Mathematicae Applicatae Sinica (SCI),2012, 28(4): 769-780.

7Yang Yiping, Li Gaorong and Peng Heng. Empirical likelihood of varying coefficient errors-in-variables models with longitudinal data, Journal of Multivariate Analysis(SCI),2014,127:1-18.

8Yang Yiping, Li Gaorong and Tong Tiejun. Corrected empirical likelihood for a class of generalized linear measurement error models, SCIENCE CHINA Mathematics(SCI), 2015,58(7):1523-1536.

9、Guo Xu, Niu Cuizhen, Yang Yiping, Xu Wangli. Empirical likelihood for single index model with missing covariates at random. Statistics(SCI),2015,49(3),500-601.

10、Zhao Peixin, Yang Yiping. Semiparametric empirical likelihood tests in varying coefficient partially linear models with repeated measurements. Statistical Methodology (SCI).2015,23: 73-87.

11Yang Yiping, Li Gaorong, and Lian Heng. Nonconcave penalized estimation for partially linear models with longitudinal data. Statistics(SCI), 2016,50(1): 43-59.

12、Zhou Yousheng, Yang Yiping, Han Jian, Zhao Peixin. Estimation for partially linear single-index instrumental variables models. Communications in Statistics -Simulation and Computation(SCI), 2016, 45:3629-3642.

13Yang Yiping, Chen Lifang, and Zhao Peixin. Empirical likelihood inference in partially linear single-index models with endogenous covariates. Communications in Statistics - Theory and Methods(SCI),2017,46(7):3297-3307.

14Yang Yiping, Tong Tiejun and Li Gaorong. SIMEX estimation for single-index model with covariate measurement error. AStA-Advances in Statistical Analysis(SCI), 2018

(三) 获奖

杨宜平,薛留根. 复杂数据下半参数模型的统计推断,国家统计局, 第十一届全国统计科研优秀成果奖, 博士论文二等奖, 2013  

(四)专著

李高荣,杨宜平. 纵向数据半参数模型,科学出版社,2015.  

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