Statistics Theory and Methods

[1] Necessary and sufficient conditions for consistent root reconstruction in Markov models on trees

Wai Tong Fan UW-Madison

Information Theory Probability Statistics Theory and Methods mathscidoc:1806.19001

Electronic Journal of Probability, 23, (47), 24, 2018
[ Download ] [ 2018-06-19 02:42:52 uploaded by louisfan ] [ 102 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[2] 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

Journal of the Royal Statistical Society, 2013
[ Download ] [ 2018-06-11 17:15:57 uploaded by YLiao ] [ 97 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] 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

Journal of the Royal Statistical Society, 76, 217-242, 2014
[ Download ] [ 2018-06-11 09:41:36 uploaded by CHZhang ] [ 188 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] A useful variant of the Davis--Kahan theorem for statisticians.

Yi Yu University of Bristol Tengyao Wang University of Cambridge Richard J. Samworth University of Cambridge

Statistics Theory and Methods mathscidoc:1806.33001

Biometrika, 102, 315-323
[ Download ] [ 2018-06-07 16:56:33 uploaded by yy15165 ] [ 83 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] 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 ] [ 160 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] 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

The Annals of Statistics, 45, (1), 77-120, 2017
[ Download ] [ 2017-07-19 19:09:23 uploaded by yauawardadmin ] [ 182 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[7] Estimating False Discovery Proportion under Arbitrary Covariance Dependence

Jianqing Fan Princeton University Xu Han Temple University Weijie Gu Princeton University

Statistics Theory and Methods mathscidoc:1707.33001

Journal of the American Statistical Association, 107, (499), 1019-1035, 2012.9
[ Download ] [ 2017-07-12 21:23:20 uploaded by hanxu3 ] [ 112 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

Journal of the American Statistical Association, 2017
[ Download ] [ 2017-06-22 13:34:55 uploaded by yauawardadmin ] [ 263 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[9] 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

The Annals of Statistics, 41, (6), 2013
[ Download ] [ 2017-06-02 14:34:42 uploaded by yauawardadmin ] [ 353 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[10] 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

Inverse Problems, 29, (3), 2013
[ Download ] [ 2017-05-30 13:25:15 uploaded by yauawardadmin ] [ 251 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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