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Faculty CV




教师简历

LI Bo Ph.D., Associate Professor




黎波 博士,副教授

Department of Management Science and Engineering

School of Economics and Management, Tsinghua University

Beijing 100084, China

Tel: 8610-6279-5143



libo@sem.tsinghua.edu.cn




中国 北京(100084)

清华大学经济与管理学院

管理科学与工程系

电话:8610- 6279-5143



libo@sem.tsinghua.edu.cn

Education




教育背景

2002-2006

Ph.D. in Statistics, University of California, Berkeley




2002-2006

美国加州大学伯克利分校统计专业 博士

1998-2002

B.S. in Mathematics, Peking University




1998-2002

北京大学数学专业 学士

Professional Experience




工作经历

2013-present
2006-2013

Associate Professor, School of Economics and Management, Tsinghua University, Beijing, China

Assistant Professor, School of Economics and Management, Tsinghua University, Beijing, China






2013 -至今

2006-2013



清华大学经济管理学院 副教授

清华大学经济管理学院 讲师



Research Interests




主要研究领域

Large-scale complex data modeling and analysis, Applied statistics and econometrics in economics and business




大规模复杂数据建模与分析,统计计量在经济和商业中的应用

Courses Taught




讲授课程

Applied Statistics (undergraduate/graduate), Probability and Mathematical Statistics




应用数理统计(本科生/研究生),概率论与数理统计

Research Projects/Grants




科研项目/经费

  • 1/2009-12/2011, P.I., “Robust, Studies of Robust Model Checking of Semi-parametric Model Specifications”, National Natural Science Foundation




  • 黎波,“对半参数模型设定的稳健性检验方法研究”,[2009-1-2011-12],国家自然科学基金委员会

  • 1/2009-12/2011, Co-P.I, “Information Systems Adoption, Diffusion, Development, and Business Value”, National Natural Science Foundation (P.I. Prof. Jinghua Huang)

  • 1/2011-12/2013, Co-P.I, “Statistical Process Control in Semiconductor Production Industry”, National Natural Science Foundation (P.I. Prof. Kaibo Wang)




  • 黄京华等,“信息系统采纳,扩散,发展与商业价值”, [2009-1-2011-12],国家自然科学科学基金会




  • 王凯波,黎波,“半导体制造中的高级统计过程控制算法研究”, [2011-1-2013-12],国家自然科学科学基金会

Publications




发表成果

Journal Articles

  1. Bickel, P.eter. & Li, Bo, “Regularization in Statistics (with discussion and rejoinder)”, Test, Vol.15, No.2 pp.271-344, 2006.

  2. Li, Bo & Chi, Wei & Yu, Qiumei, “Recent Developments in Econometric Methods of Income Inequality Study”, Journal of Quantitative and Technical Economics, Vol.8, pp.119-129, 2007. (in Chinese)

  3. Chi, Wei & Li, Bo & Yu, Qiumei, “Decomposition of Rising Income Inequality Based on the Distributions”, Journal of Quantitative and Technical Economics, Vol.9, pp.34-46, 2008. (in Chinese)

  4. Li, Bo, “Nonparametric Testing of An Exclusion Restriction in Quantile Regression”, Communications in Statistics—Theory and Methods, 37, 2877-2889, 2008.

  5. Chi, Wei & Li, Bo, “Glass Ceiling or Sticky Floor? Examining the Gender Earnings Differential across the Earnings Distribution in Urban China, 1987-2004”, Journal of Comparative Economics, 36, 243-263, 2008.

  6. Li, Bo, “Asymptotically Distribution-Free Goodness-of-Fit Testing: A Unifying View”, Econometric Reviews , 28, Vol.6, pp. 632-657, 2009

  7. Hansheng Wang, Bo Li, Chenlei Leng, “Shrinkage Turning Parameter Selection with a Diverging Number of Parameters”, Journal of the Royal Statistical Society ,Series B(Statistical Methodology), Vol.71, pp. 671-683, 2009

  8. Xiaoye Qian, Wei Chi, Bo Li, Empirical investigation of the impact of human capital on regional innovation and economic growth in China”, Journal of Quantitative and Technical Economics, Vol.4, pp.107-121, 2010 (in Chinese)

  9. Chenlei Leng, Bo Li, “Least squares approximation with a diverging number of parameters”, Statistics and Probability Letters , Vol.80, pp.254-261, 2010.

  10. Chi, Wei & Li, Bo & Yu, Qiumei, “Decomposition of Changes in Earnings Inequality in China: A Distributional Approach”, China Economic Review, 22(3), 299-312, 2011.

  11. Leng, Chenlei & Li, Bo, Forward Adaptive Estimation of Large Covariance Matrices, Biometrika, to appear.

  12. Arthur B. Yeh, Li, Bo & Wang, Kaibo, Monitoring Covariance Matrix via Penalized Likelihood Estimation with Individual Observations, International Journal of Production Research, Vol.50, No.22, 6624-6638, 2012

  13. Zhang, Lu & Huang, Jinghua & Li, Bo, Impact of ERP on firm performance evaluated using the propensity score matching method, Journal of Tsinghua University (Sci&Tech), Vol.53, No. 1, 117-121, 2013. (in Chinese)

  14. Li, Bo & Wang, Kaibo & Arthur B. Yeh, Monitoring Covariance Matrix via Penalized Likelihood Estimation, IIE Transactions, 45, 132-146,2013

  15. Chi, Wei & Li, Bo, Trends in China’s Gender Employment and Pay Gap: Estimating Gender Pay Gaps with Employment Selection, Journal of Comparative Economics, forthcoming

  16. Liu, Xia & Mazumdar, Tridib & Li, Bo, Counterfactual Decompositon of Movie Star Effects with Star Selection, Management Science, forthcoming

  17. Wang, Kaibo& Yeh, Arthur & Li, Bo, Simulaneous Monitoring of Process Mean Vector and Covariance Matrix via Penalized Likelihood Estimation, Computational Statistics and Data Analysis, forthcoming




期刊论文

  1. Bickel, Peter. & Li, Bo, “Regularization in Statistics (with discussion and rejoinder)”, Test, Vol.15, No.2 pp.271-344, 2006.

  2. 黎波,迟巍,余秋梅,“一种新的收入差距研究的计量方法-基于分布函数的半参数化估计”,数量经济技术经济研究,24期,8卷,pp. 119-129,2007

  3. 迟巍,黎波,余秋梅,“基于收入分布的收入差距扩大成因的分解”,数量经济技术经济研究 ,9期,25卷,pp. 52-64,2008

  4. Li, Bo, “Nonparametric Testing of An Exclusion Restriction in Quantile Regression”, Communications in Statistics—Theory and Methods, 37, 2877-2889, 2008.

  5. Chi, Wei & Li, Bo, “Glass Ceiling or Sticky Floor? Examining the Gender Earnings Differential across the Earnings Distribution in Urban China, 1987-2004”, Journal of Comparative Economics, 36, 243-263, 2008.

  6. Li, Bo, “Asymptotically Distribution-Free Goodness-of-Fit Testing: A Unifying View”, Econometric Reviews , 28, Vol.6, pp. 632-657, 2009

  7. Hansheng Wang, Bo Li, Chenlei Leng, “Shrinkage Turning Parameter Selection with a Diverging Number of Parameters”, Journal of the Royal Statistical Society ,Series B(Statistical Methodology), Vol.71, pp. 671-683, 2009

  8. 钱晓烨,迟巍,黎波,“人力资本对我国区域创新及经济增长的影响的空间计量实证研究”,数量经济技术经济研究,4期, pp.107-121, 2010

  9. Chenlei Leng, Bo Li, “Least squares approximation with a diverging number of parameters”, Statistics and Probability Letters , Vol.80, pp.254-261, 2010.

  10. Chi, Wei & Li, Bo & Yu, Qiumei, “Decomposition of Changes in Earnings Inequality in China: A Distributional Approach”, China Economic Review, 22(3), 299-312, 2011.

  11. Leng, Chenlei & Li, Bo, Forward Adaptive Estimation of Large Covariance Matrices, Biometrika, to appear.

  12. Arthur B. Yeh, Li, Bo & Wang, Kaibo, Monitoring Covariance Matrix via Penalized Likelihood Estimation with Individual Observations, International Journal of Production Research, Vol.50, No.22, 6624-6638, 2012

  13. ERP实施对企业绩效影响的实证研究——基于倾向性得分匹配法 (与张露,黄京华合作),清华大学学报(自然科学版), 53卷,第1期,2013张露,黄京华,黎波,ERP实施对企业绩效影响的研究——基于倾向性得分匹配法,清华大学学报(自然科学版),53卷,第1期,117-121, 2013

  14. Li, Bo & Wang, Kaibo & Arthur B. Yeh, Monitoring Covariance Matrix via Penalized Likelihood Estimation, IIE Transactions, 45, 132-146,2013

  15. Chi, Wei & Li, Bo, Trends in China’s Gender Employment and Pay Gap: Estimating Gender Pay Gaps with Employment Selection, Journal of Comparative Economics, forthcoming

  16. Liu, Xia & Mazumdar, Tridib & Li, Bo, Counterfactual Decompositon of Movie Star Effects with Star Selection, Management Science, forthcoming

  17. Wang, Kaibo& Yeh, Arthur & Li, Bo, Simulaneous Monitoring of Process Mean Vector and Covariance Matrix via Penalized Likelihood Estimation, Computational Statistics and Data Analysis, forthcoming




  • 书籍章节

  1. Bickel, P.J.. & Li, B. & Bengtsson, T., “Sharp Failure Rates for the Bootstrap Particle Filter in High Dimensions”, Pushing the Limits of Contemporary Statistics: Contributions in Honor of Jayanta K. Ghosh (B. Clarke and S. Ghosh, Eds), IMS Collections, Vol. 3, pp. 318-329, 2008.




1. Bickel, P.J.. & Li, B. & Bengtsson, T., “Sharp Failure Rates for the Bootstrap Particle Filter in High Dimensions”, Pushing the Limits of Contemporary Statistics: Contributions in Honor of Jayanta K. Ghosh (B. Clarke and S. Ghosh, Eds), IMS Collections, Vol. 3, pp. 318-329, 2008.

  1. Bengtsson, T. & Bickel, P.J. & Li, B., “Curse of Dimensionality Revisited: The Collapse of The Particle Filter in Very Large Scale Systems”, Probability and Statistics: Essays in Honor of David A. Freedman (D. Nolan and T. Speed, Eds), IMS Collections, Vol. 2, pp.316-334, 2008.




2. Bengtsson, T. & Bickel, P.J. & Li, B., “Curse of Dimensionality Revisited: The Collapse of The Particle Filter in Very Large Scale Systems”, Probability and Statistics: Essays in Honor of David A. Freedman (D. Nolan and T. Speed, Eds), IMS Collections, Vol. 2, pp.316-334, 2008.

  1. Bickel, P.J. & Li, B., “Local Polynomial Regression on Unknown Manifolds”, Complex Datasets and Inverse Problems: Tomography, Networks and Beyond (R. Liu, W. Strawderman and C-H. Zhang, Eds), IMS Lecture Notes-Monograph Series, Vol.54 pp.177-186, 2007.




3. Bickel, P.J. & Li, B., “Local Polynomial Regression on Unknown Manifolds”, Complex Datasets and Inverse Problems: Tomography, Networks and Beyond (R. Liu, W. Strawderman and C-H. Zhang, Eds), IMS Lecture Notes-Monograph Series, Vol.54 pp.177-186, 2007.

  • Working Papers




  • 工作论文

  1. Li, Bo & Wang, Kaibo, A Max Chart for Monitoring Structural High Dimensional Process with Sparse Mean Shifts, 2014

  2. Fu, Bo & Leng, Chenlei & Li, Bo, Modeling Trajectories of Health Assessment Questionaire (HAQ) Disability Progression in Arthritis Patients by Using Mixture Quantile Regression, 2014




  1. Li, Bo & Wang, Kaibo, A Max Chart for Monitoring Structural High Dimensional Process with Sparse Mean Shifts, 2014

  2. Fu, Bo & Leng, Chenlei & Li, Bo, Modeling Trajectories of Health Assessment Questionaire (HAQ) Disability Progression in Arthritis Patients by Using Mixture Quantile Regression, 2014













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