Faculty CV
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教师简历
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LI Bo Ph.D., Associate Professor
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黎波 博士,副教授
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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
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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
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Education
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教育背景
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2002-2006
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Ph.D. in Statistics, University of California, Berkeley
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2002-2006
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美国加州大学伯克利分校统计专业 博士
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1998-2002
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B.S. in Mathematics, Peking University
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1998-2002
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北京大学数学专业 学士
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Professional Experience
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工作经历
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2013-present
2006-2013
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Associate Professor, School of Economics and Management, Tsinghua University, Beijing, China
Assistant Professor, School of Economics and Management, Tsinghua University, Beijing, China
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2013 -至今
2006-2013
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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
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Research Interests
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主要研究领域
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Large-scale complex data modeling and analysis, Applied statistics and econometrics in economics and business
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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
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Courses Taught
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讲授课程
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Applied Statistics (undergraduate/graduate), Probability and Mathematical Statistics
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应用数理统计(本科生/研究生),概率论与数理统计
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Research Projects/Grants
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科研项目/经费
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1/2009-12/2011, P.I., “Robust, Studies of Robust Model Checking of Semi-parametric Model Specifications”, National Natural Science Foundation
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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
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1/2009-12/2011, Co-P.I, “Information Systems Adoption, Diffusion, Development, and Business Value”, National Natural Science Foundation (P.I. Prof. Jinghua Huang)
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1/2011-12/2013, Co-P.I, “Statistical Process Control in Semiconductor Production Industry”, National Natural Science Foundation (P.I. Prof. Kaibo Wang)
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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
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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
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Publications
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发表成果
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Journal Articles
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Bickel, P.eter. & Li, Bo, “Regularization in Statistics (with discussion and rejoinder)”, Test, Vol.15, No.2 pp.271-344, 2006.
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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)
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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)
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Li, Bo, “Nonparametric Testing of An Exclusion Restriction in Quantile Regression”, Communications in Statistics—Theory and Methods, 37, 2877-2889, 2008.
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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.
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Li, Bo, “Asymptotically Distribution-Free Goodness-of-Fit Testing: A Unifying View”, Econometric Reviews , 28, Vol.6, pp. 632-657, 2009
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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
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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)
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Chenlei Leng, Bo Li, “Least squares approximation with a diverging number of parameters”, Statistics and Probability Letters , Vol.80, pp.254-261, 2010.
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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.
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Leng, Chenlei & Li, Bo, Forward Adaptive Estimation of Large Covariance Matrices, Biometrika, to appear.
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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
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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)
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Li, Bo & Wang, Kaibo & Arthur B. Yeh, Monitoring Covariance Matrix via Penalized Likelihood Estimation, IIE Transactions, 45, 132-146,2013
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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
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Liu, Xia & Mazumdar, Tridib & Li, Bo, Counterfactual Decompositon of Movie Star Effects with Star Selection, Management Science, forthcoming
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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
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期刊论文
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Bickel, Peter. & Li, Bo, “Regularization in Statistics (with discussion and rejoinder)”, Test, Vol.15, No.2 pp.271-344, 2006.
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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
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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
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Li, Bo, “Nonparametric Testing of An Exclusion Restriction in Quantile Regression”, Communications in Statistics—Theory and Methods, 37, 2877-2889, 2008.
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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.
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Li, Bo, “Asymptotically Distribution-Free Goodness-of-Fit Testing: A Unifying View”, Econometric Reviews , 28, Vol.6, pp. 632-657, 2009
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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
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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
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Chenlei Leng, Bo Li, “Least squares approximation with a diverging number of parameters”, Statistics and Probability Letters , Vol.80, pp.254-261, 2010.
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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.
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Leng, Chenlei & Li, Bo, Forward Adaptive Estimation of Large Covariance Matrices, Biometrika, to appear.
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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
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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
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Li, Bo & Wang, Kaibo & Arthur B. Yeh, Monitoring Covariance Matrix via Penalized Likelihood Estimation, IIE Transactions, 45, 132-146,2013
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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
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Liu, Xia & Mazumdar, Tridib & Li, Bo, Counterfactual Decompositon of Movie Star Effects with Star Selection, Management Science, forthcoming
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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
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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.
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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.
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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.
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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.
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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.
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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.
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Li, Bo & Wang, Kaibo, A Max Chart for Monitoring Structural High Dimensional Process with Sparse Mean Shifts, 2014
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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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Li, Bo & Wang, Kaibo, A Max Chart for Monitoring Structural High Dimensional Process with Sparse Mean Shifts, 2014
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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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