Accuracy Assessment for High-dimensional Linear Regression

Accuracy Assessment for High-dimensional Linear Regression

10 March 2016

T. Tony Cai

Papers citing "Accuracy Assessment for High-dimensional Linear Regression"

16 / 16 papers shown

Title
Linear Hypothesis Testing in Dense High-Dimensional Linear Models Yinchu Zhu Jelena Bradic 89 85 0 10 Oct 2016
Optimal Estimation of Co-heritability in High-dimensional Linear Models Zijian Guo Wanjie Wang T. Tony Cai Hongzhe Li TPM 38 8 0 24 May 2016
Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity T. Tony Cai Zijian Guo 152 185 0 18 Jun 2015
Valid Post-Selection and Post-Regularization Inference: An Elementary, General Approach Victor Chernozhukov Christian B. Hansen Martin Spindler 160 174 0 14 Jan 2015
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 165 1,130 0 03 Mar 2013
Confidence sets in sparse regression Richard Nickl Sara van de Geer 97 111 0 07 Sep 2012
On adaptive inference and confidence bands M. Hoffmann Richard Nickl 103 82 0 23 Feb 2012
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 145 507 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 128 672 0 28 Sep 2010
The LASSO risk for gaussian matrices Mohsen Bayati Andrea Montanari 150 317 0 16 Aug 2010
Minimax risks for sparse regressions: Ultra-high-dimensional phenomenons Nicolas Verzélen 230 152 0 03 Aug 2010
Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism E. Arias-Castro Emmanuel J. Candès Y. Plan 83 210 0 08 Jul 2010
The Noise-Sensitivity Phase Transition in Compressed Sensing D. Donoho A. Maleki Andrea Montanari 85 382 0 08 Apr 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 174 575 0 11 Oct 2009
A data-driven block thresholding approach to wavelet estimation T. Tony Cai Harrison H. Zhou 123 109 0 30 Mar 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 367 2,527 0 07 Jan 2008