Statistics Theory and Methods

[1] Confidence intervals for low dimensional parameters in high dimensional linear models

Cun-Hui Zhang Rutgers University Stephanie S. Zhang Columbia University

Statistics Theory and Methods mathscidoc:1806.33002

Distinguished Paper Award in 2018

Journal of the Royal Statistical Society, 76, 217-242, 2014
[ Download ] [ 2018-06-11 09:41:36 uploaded by CHZhang ] [ 1753 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] A Path-Integral Approach to Bayesian Inference for Inverse Problems Using the Semiclassical Approximation

Josh C. Chang NIH Van M. Savage UCLA Tom Chou UCLA

Information Theory Mathematical Physics Statistics Theory and Methods Theoretical Physics mathscidoc:1702.19001

Distinguished Paper Award in 2017

Journal of Statistical Physics, 157, 582-602, 2014.11
[ Download ] [ 2017-02-14 09:23:44 uploaded by tomchou ] [ 971 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] On consistency and sparsity for sliced inverse regression in high dimensions

Qian Lin Harvard University Zhigen Zhao Temple University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1701.333182

Distinguished Paper Award in 2017

Annals of statistics
[ Download ] [ 2017-01-21 19:31:17 uploaded by qianlin ] [ 930 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] Virus classification in 60-dimensional protein space

Yongkun Li Department of Mathematical Sciences, Tsinghua University, Beijing 100084, PR China Kun Tian Department of Mathematical Sciences, Tsinghua University, Beijing 100084, PR China Changchuan Yin Department of Mathematics, Statistics and Computer Science, The University of Illinois at Chicago, Chicago, IL 60607-7045, USA Rong Lucy He Department of Biological Sciences, Chicago State University, Chicago, IL 60628, USA Stephen S.-T. Yau Department of Mathematical Sciences, Tsinghua University, Beijing 100084, PR China

Statistics Theory and Methods mathscidoc:1611.33001

Molecular Phylogenetics and Evolution, 2016, (99), 10, 2016.3
[ Download ] [ 2016-11-26 21:06:35 uploaded by JackLee ] [ 916 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Sparse Sliced Inverse Regression for High Dimensional Data

Qian Lin Harvard University Zhigen Zhao Temple University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1701.333181

[ Download ] [ 2017-01-21 19:28:11 uploaded by qianlin ] [ 870 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] Multivariate varying coefficient model for functional responses

Hongtu ZHU UNIVERSITY OF NORTH CAROLINA AT CHAPEL HILL Runze Li PENNSYLVANIA STATE UNIVERSITY Linglong Kong UNIVERSITY OF ALBERTA

Statistics Theory and Methods mathscidoc:1702.33005

2634, 2012.10
[ Download ] [ 2017-02-05 11:31:56 uploaded by runzelipsu ] [ 847 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] Two Dimensional Yau-Hausdorff Distance with Applications on Comparison of DNA and Protein Sequences

Kun Tian Tsinghua University Xiaoqian Yang Tsinghua University Qin Kong Tsinghua University Changchuan Yin The University of Illinois at Chicago Rong L. He Chicago State University Stephen S.-T. Yau Tsinghua University

Statistics Theory and Methods mathscidoc:1702.33001

Distinguished Paper Award in 2019

PLOS ONE, 1-19, 2015.9
[ Download ] [ 2017-02-03 16:45:15 uploaded by Stephenyau ] [ 843 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[8] General forms of finite population central limit theorems with applications to causal inference

Xinran Li Harvard University Peng Ding University of California

Optimization and Control Statistics Theory and Methods mathscidoc:1706.27001

Gold Award Paper in 2017

Journal of the American Statistical Association, 2017
[ Download ] [ 2017-06-22 13:34:55 uploaded by yauawardadmin ] [ 813 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[9] Minimization and parameter estimation for seminorm regularization models with I -divergence constraints

T Teuber University of Kaiserslautern G Steidl University of Kaiserslautern Raymond Chan The Chinese University of Hong Kong

Optimization and Control Statistics Theory and Methods mathscidoc:1705.27003

Distinguished Paper Award in 2018

Inverse Problems, 29, (3), 2013
[ Download ] [ 2017-05-30 13:25:15 uploaded by yauawardadmin ] [ 806 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[10] A study of variable bandwidth selection for local polynomial regression

Jianqing Fan Irne Gijbels Tien-Chung Hu Li-Shan Huang

Statistics Theory and Methods mathscidoc:1912.43294

Statistica Sinica, 113-127, 1996.1
[ Download ] [ 2019-12-21 11:35:33 uploaded by Jianqing_Fan ] [ 783 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[11] Local linear regression smoothers and their minimax efficiencies

Jianqing Fan

Statistics Theory and Methods mathscidoc:1912.43248

The annals of Statistics, 21, (1), 196-216, 1993
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[12] Optimal bandwidth selection for local linear regression

Li-Shan Huang Jianqing Fan

Statistics Theory and Methods mathscidoc:1912.43431

1996.9
[ Download ] [ 2019-12-21 11:43:58 uploaded by Jianqing_Fan ] [ 767 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[13] The elements of financial econometrics

Jianqing Fan Qiwei Yao

Statistics Theory and Methods mathscidoc:1912.43388

2017.3
[ Download ] [ 2019-12-21 11:41:13 uploaded by Jianqing_Fan ] [ 757 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[14] Signed Support Recovery for Single Index Models in High-Dimensions

Neykov Matey Princeton University Qian Lin Harvard University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1701.333183

Annals of Mathematical Sciences and Applications, 1, (2), 379-426, 2016
[ Download ] [ 2017-01-21 19:36:54 uploaded by qianlin ] [ 750 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[15] Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension

Lan WANG University of Minnesota Yichao Wu North Carolina State University Runze Li Pennsylvania State University

Statistics Theory and Methods mathscidoc:1702.33003

214, 2012.3
[ Download ] [ 2017-02-05 11:25:48 uploaded by runzelipsu ] [ 743 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] Sparse PCA: Optimal rates and adaptive estimation

T. Tony Cai University of Pennsylvania Zongming Ma University of Pennsylvania Yihong Wu University of Illinois at Urbana-Champaign

Statistics Theory and Methods mathscidoc:1706.33001

Distinguished Paper Award in 2017

The Annals of Statistics, 41, (6), 2013
[ Download ] [ 2017-06-02 14:34:42 uploaded by yauawardadmin ] [ 734 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[17] Large Covariance Estimation by Thresholding Principal Orthogonal Complements

Jianqing Fan Princeton University Yuan Liao Princeton University Martina Mincheva University of Maryland

Statistics Theory and Methods mathscidoc:1806.33003

Distinguished Paper Award in 2018

Journal of the Royal Statistical Society, 2013
[ Download ] [ 2018-06-11 17:15:57 uploaded by YLiao ] [ 703 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] Feature Screening via Distance Correlation Learning

Runze Li Penn State University Wei Zhong Xiamen University Liping Zhu Renmin University

Statistics Theory and Methods mathscidoc:1702.33002

Journal of American Statistical Association, 107, (499), 1129, 2012.9
[ Download ] [ 2017-02-05 11:21:14 uploaded by runzelipsu ] [ 698 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[19] The ZD-GARCH model: A new way to study heteroscedasticity

Dong Li Tsinghua University

Statistics Theory and Methods mathscidoc:1712.33001

journal
[ Download ] [ 2017-12-10 10:19:33 uploaded by malidong ] [ 694 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[20] Statistical guarantees for the EM algorithm: From population to sample-based analysis

Bivaraman Sivaraman Carnegie Mellon University Martin J. Wainwright Carnegie Mellon University Bin Yu Carnegie Mellon University

Statistics Theory and Methods mathscidoc:1707.33002

Distinguished Paper Award in 2017

The Annals of Statistics, 45, (1), 77-120, 2017
[ Download ] [ 2017-07-19 19:09:23 uploaded by yauawardadmin ] [ 660 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[21] Variable selection in linear mixed effects models

Yingying Fang University of Southern California Runze Li Pennsylvania State University

Statistics Theory and Methods mathscidoc:1702.33004

2043, 2012.8
[ Download ] [ 2017-02-05 11:28:42 uploaded by runzelipsu ] [ 637 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[22] Association Pattern Discovery via Theme Dictionary Models

Ke Deng Tsinghua University Zhi Geng Peking University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1904.33003

Journal of the Royal Statistical Society, Series B, 76, (2), 319–347, 2014
[ Download ] [ 2019-04-30 09:39:50 uploaded by KeDeng ] [ 615 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[23] Calibrating nonconvex penalized regression in ultra-high dimension

Lan WANG University of Minnesota Yongdai Kim Seoul National University Runze Li Pennsylvania State University

Statistics Theory and Methods mathscidoc:1702.33008

Distinguished Paper Award in 2017

2505, 2013.10
[ Download ] [ 2017-02-05 11:40:57 uploaded by runzelipsu ] [ 598 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] New local estimation procedure for a non-parametric regression function for longitudinal data

Weixin Yao Kansas State University Runze Li Pennsylvania State University

Statistics Theory and Methods mathscidoc:1702.33006

123, 2013.2
[ Download ] [ 2017-02-05 11:35:52 uploaded by runzelipsu ] [ 590 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] Spot volatility estimation for high-frequency data

Jianqing Fan Yazhen Wang

Statistics Theory and Methods mathscidoc:1912.43323

Statistics and its Interface, 1, (2), 279-288, 2008
[ Download ] [ 2019-12-21 11:37:15 uploaded by Jianqing_Fan ] [ 561 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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