Confidence Intervals for High-Dimensional Linear Regression: Minimax
Rates and Adaptivity

Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity

18 June 2015

T. Tony Cai

Papers citing "Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity"

15 / 15 papers shown

Title
Sparsified Simultaneous Confidence Intervals for High-Dimensional Linear Models Xiaorui Zhu Yi Qin Peng Wang 41 0 0 14 Jul 2023
Sparse Confidence Sets for Normal Mean Models Y. Ning Guang Cheng 60 2 0 17 Aug 2020
A projection pursuit framework for testing general high-dimensional hypothesis Yinchu Zhu Jelena Bradic 44 13 0 02 May 2017
Linear Hypothesis Testing in Dense High-Dimensional Linear Models Yinchu Zhu Jelena Bradic 84 85 0 10 Oct 2016
Asymptotic normality and optimalities in estimation of large Gaussian graphical models Zhao Ren Tingni Sun Cun-Hui Zhang Harrison H. Zhou 127 245 0 24 Sep 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 161 766 0 13 Jun 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 161 1,130 0 03 Mar 2013
Optimal rates of convergence for sparse covariance matrix estimation T. Cai Harrison H. Zhou 135 246 0 13 Feb 2013
Hypothesis Testing in High-Dimensional Regression under the Gaussian Random Design Model: Asymptotic Theory Adel Javanmard Andrea Montanari 146 161 0 17 Jan 2013
Confidence sets in sparse regression Richard Nickl Sara van de Geer 91 111 0 07 Sep 2012
On adaptive inference and confidence bands M. Hoffmann Richard Nickl 92 82 0 23 Feb 2012
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 143 507 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 121 672 0 28 Sep 2010
Minimax risks for sparse regressions: Ultra-high-dimensional phenomenons Nicolas Verzélen 222 152 0 03 Aug 2010
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 357 2,527 0 07 Jan 2008