High-Dimensional Semiparametric Selection Models: Estimation Theory with an Application to the Retail Gasoline Market

4 November 2014

Papers citing "High-Dimensional Semiparametric Selection Models: Estimation Theory with an Application to the Retail Gasoline Market"

13 / 13 papers shown

Title
A new perspective on least squares under convex constraint S. Chatterjee 102 116 0 04 Feb 2014
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 184 767 0 13 Jun 2013
Supplementary Appendix for "Inference on Treatment Effects After Selection Amongst High-Dimensional Controls" A. Belloni Victor Chernozhukov Christian B. Hansen 228 1,402 0 27 May 2013
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima Po-Ling Loh Martin J. Wainwright 247 516 0 10 May 2013
Improved Matrix Uncertainty Selector M. Rosenbaum Alexandre B. Tsybakov 79 65 0 19 Dec 2011
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 174 179 0 11 Apr 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 380 1,378 0 13 Oct 2010
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 244 957 0 02 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 197 575 0 11 Oct 2009
The Dantzig selector and sparsity oracle inequalities V. Koltchinskii 222 134 0 04 Sep 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 526 755 0 04 Apr 2008
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 393 574 0 28 Nov 2007
Can One Estimate The Unconditional Distribution of Post-Model-Selection Estimators? Hannes Leeb Benedikt M. Poetscher 351 363 0 12 Apr 2007