Generalized Linear Models with Structured Sparsity Estimators

29 April 2021

Papers citing "Generalized Linear Models with Structured Sparsity Estimators"

14 / 14 papers shown

Title
Asymptotic Confidence Regions for High-dimensional Structured Sparsity Benjamin Stucky Sara van de Geer 51 12 0 28 Jun 2017
Confidence regions for high-dimensional generalized linear models under sparsity Jana Janková Sara van de Geer 56 24 0 05 Oct 2016
Uniform Inference in High-dimensional Dynamic Panel Data Models Anders Bredahl Kock Haihan Tang 71 24 0 02 Jan 2015
A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models Y. Ning Han Liu 192 305 0 30 Dec 2014
The Benefit of Group Sparsity in Group Inference with De-biased Scaled Group Lasso Ritwik Mitra Cun-Hui Zhang 106 46 0 13 Dec 2014
Central Limit Theorems and Bootstrap in High Dimensions Victor Chernozhukov Denis Chetverikov Kengo Kato 88 313 0 11 Dec 2014
Asymptotically Honest Confidence Regions for High Dimensional Parameters by the Desparsified Conservative Lasso Mehmet Caner Anders Bredahl Kock 92 70 0 15 Oct 2014
Robust Inference on Average Treatment Effects with Possibly More Covariates than Observations M. Farrell 339 343 0 18 Sep 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 279 1,410 0 27 May 2013
Post-Selection Inference for Generalized Linear Models with Many Controls A. Belloni Victor Chernozhukov Ying Wei 158 190 0 15 Apr 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 236 1,131 0 03 Mar 2013
Weakly decomposable regularization penalties and structured sparsity Sara van de Geer 163 63 0 21 Apr 2012
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 486 1,379 0 13 Oct 2010
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 317 381 0 11 Jul 2010