Small Tuning Parameter Selection for the Debiased Lasso

18 August 2022

Papers citing "Small Tuning Parameter Selection for the Debiased Lasso"

16 / 16 papers shown

Title
De-Biasing The Lasso With Degrees-of-Freedom Adjustment Pierre C. Bellec Cun-Hui Zhang 22 28 0 24 Feb 2019
On cross-validated Lasso in high dimensions Denis Chetverikov Z. Liao Victor Chernozhukov 67 80 0 07 May 2016
Semi-parametric efficiency bounds for high-dimensional models Jana Janková Sara van de Geer 57 42 0 05 Jan 2016
Analysis of Testing-Based Forward Model Selection Damian Kozbur 51 9 0 08 Dec 2015
De-biasing the Lasso: Optimal Sample Size for Gaussian Designs Adel Javanmard Andrea Montanari 112 196 0 11 Aug 2015
Uniform Asymptotic Inference and the Bootstrap After Model Selection Robert Tibshirani Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 161 104 0 20 Jun 2015
Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity T. Tony Cai Zijian Guo 184 185 0 18 Jun 2015
Exact post-selection inference, with application to the lasso Jason D. Lee Dennis L. Sun Yuekai Sun Jonathan E. Taylor 215 732 0 25 Nov 2013
Asymptotic normality and optimalities in estimation of large Gaussian graphical models Zhao Ren Tingni Sun Cun-Hui Zhang Harrison H. Zhou 143 246 0 24 Sep 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 227 767 0 13 Jun 2013
Valid post-selection inference R. Berk L. Brown A. Buja Kai Zhang Linda H. Zhao 240 585 0 05 Jun 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 263 1,402 0 27 May 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 199 1,130 0 03 Mar 2013
The Lasso Problem and Uniqueness Robert Tibshirani 199 552 0 01 Jun 2012
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 180 507 0 24 Apr 2011
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 530 2,530 0 07 Jan 2008