Robust Learning for Optimal Treatment Decision with NP-Dimensionality

15 October 2015

Papers citing "Robust Learning for Optimal Treatment Decision with NP-Dimensionality"

7 / 7 papers shown

Title
Sequential Advantage Selection for Optimal Treatment Regimes Ailin Fan Wenbin Lu Rui Song 39 22 0 20 May 2014
Calibrating nonconvex penalized regression in ultra-high dimension Lan Wang Yongdai Kim Runze Li 138 170 0 20 Nov 2013
Strong oracle optimality of folded concave penalized estimation Jianqing Fan Lingzhou Xue H. Zou 536 308 0 22 Oct 2012
Performance guarantees for individualized treatment rules Min Qian Susan Murphy 308 558 0 17 May 2011
Nearly unbiased variable selection under minimax concave penalty Cun-Hui Zhang 339 3,567 0 25 Feb 2010
Non-Concave Penalized Likelihood with NP-Dimensionality Jianqing Fan Jinchi Lv 192 404 0 06 Oct 2009
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 557 472 0 23 May 2007