Statistics Theory and Methods

[201] Data clustering based on Langevin annealing with a self-consistent potential.

KYLE LAFATA ZHENNAN ZHOU Jian-Guo Liu FANG-FANG YIN

Statistics Theory and Methods mathscidoc:1905.43006

Quart. Appl. Math. , 2018
[ Download ] [ 2019-05-11 22:58:38 uploaded by jianguo ] [ 790 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[202] 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 ] [ 1341 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[203] Bayesian Aggregation of Order-Based Rank Data

Ke Deng Tsinghua University Simeng Han Harvard University Kate J. Li Suffolk University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1904.33002

Journal of the American Statistical Association, 109, (507), 1023-1039, 2014
[ Download ] [ 2019-04-30 09:38:14 uploaded by KeDeng ] [ 533 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[204] On the Unsupervised Analysis of Domain-Specific Chinese Texts

Ke Deng Tsinghua University Peter K. Bol Harvard University Kate J. Li Suffolk University Jun S. Liu Harvard University

Statistics Theory and Methods mathscidoc:1904.33001

Silver Award Paper in 2020

PNAS, 113, (22), 6154-6159, 2016
[ Download ] [ 2019-04-30 09:35:35 uploaded by KeDeng ] [ 1208 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[205] Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates

Jingyuan Liu Xiamen University

Statistics Theory and Methods mathscidoc:1903.33002

Journal of the American Statistical Association, 109, (505), 266-274, 2014.3
[ Download ] [ 2019-03-21 09:38:42 uploaded by jingyuan1230 ] [ 484 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[206] Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis

Hengjian Cui Capital Normal University Runze Li Pennsylvania State University Wei Zhong Xiamen University

Statistics Theory and Methods mathscidoc:1903.33001

Journal of the American Statistical Association, 110, (510), 630-641, 2015.6
[ Download ] [ 2019-03-19 22:55:01 uploaded by wzhong41 ] [ 1083 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[207] 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 ] [ 981 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[208] 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 ] [ 1452 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[209] 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 ] [ 3074 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[210] 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

Distinguished Paper Award in 2018

Biometrika, 102, 315-323
[ Download ] [ 2018-06-07 16:56:33 uploaded by yy15165 ] [ 1111 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[211] 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 ] [ 1088 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[212] 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 ] [ 1906 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[213] 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

Silver Award Paper in 2017

Journal of the American Statistical Association, 107, (499), 1019-1035, 2012.9
[ Download ] [ 2017-07-12 21:23:20 uploaded by hanxu3 ] [ 750 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[214] 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 ] [ 1531 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[215] 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 ] [ 1249 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[216] 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 ] [ 1324 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[217] 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 ] [ 1622 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[218] 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 ] [ 1029 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[219] Nonparametric Mixture of Regression Models

Mian Huang Shanghai University of Finance and Economics Runze Li Pennsylvania State University Shaoli Wang Shanghai University of Finance and Economics

Statistics Theory and Methods mathscidoc:1702.33007

929, 2013.9
[ Download ] [ 2017-02-05 11:38:32 uploaded by runzelipsu ] [ 635 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[220] 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 ] [ 951 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[221] 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 ] [ 1293 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[222] 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 ] [ 1116 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[223] 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 ] [ 1325 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[224] 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 ] [ 1357 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

[225] 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 ] [ 1262 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
Please log in for comment!
 

Show all 3 5 10 25 papers per page.
Sort by time views
 
Contact us: office-iccm@tsinghua.edu.cn | Copyright Reserved