Asymptotic Properties of Lasso+mLS and Lasso+Ridge in Sparse High-dimensional Linear Regression

24 June 2013

Papers citing "Asymptotic Properties of Lasso+mLS and Lasso+Ridge in Sparse High-dimensional Linear Regression"

16 / 16 papers shown

Title
Rates of convergence of the Adaptive LASSO estimators to the Oracle distribution and higher order refinements by the bootstrap A. Chatterjee S. Lahiri 56 97 0 08 Jul 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 203 1,401 0 27 May 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition Adel Javanmard Andrea Montanari 108 21 0 02 May 2013
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 312 1,377 0 13 Oct 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 unified approach to model selection and sparse recovery using regularized least squares Jinchi Lv Yingying Fan 262 359 0 21 May 2009
$Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization$ Honest variable selection in linear and logistic regression models via $\ell_1$ and $\ell_1+\ell_2$ penalization F. Bunea 202 147 0 29 Aug 2008
The sparsity and bias of the Lasso selection in high-dimensional linear regression Cun-Hui Zhang Jian Huang 313 869 0 07 Aug 2008
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 275 879 0 01 Jun 2008
Bolasso: model consistent Lasso estimation through the bootstrap Francis R. Bach 62 450 0 08 Apr 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 453 755 0 04 Apr 2008
Asymptotic properties of bridge estimators in sparse high-dimensional regression models Jian Huang J. Horowitz Shuangge Ma 206 517 0 04 Apr 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 272 241 0 30 Jan 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 367 2,527 0 07 Jan 2008
Pathwise coordinate optimization J. Friedman Trevor Hastie Holger Hofling Robert Tibshirani 202 2,052 0 10 Aug 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 378 470 0 23 May 2007