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Robust Learning for Optimal Treatment Decision with NP-Dimensionality

Robust Learning for Optimal Treatment Decision with NP-Dimensionality

C. Shi
Rui Song
Wenbin Lu
ArXiv (abs)PDFHTML

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

7 / 7 papers shown
Title
Sequential Advantage Selection for Optimal Treatment Regimes
Sequential Advantage Selection for Optimal Treatment Regimes
Ailin Fan
Wenbin Lu
Rui Song
37
22
0
20 May 2014
Calibrating nonconvex penalized regression in ultra-high dimension
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
Strong oracle optimality of folded concave penalized estimation
Jianqing Fan
Lingzhou Xue
H. Zou
529
308
0
22 Oct 2012
Performance guarantees for individualized treatment rules
Performance guarantees for individualized treatment rules
Min Qian
Susan Murphy
308
558
0
17 May 2011
Nearly unbiased variable selection under minimax concave penalty
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
Non-Concave Penalized Likelihood with NP-Dimensionality
Jianqing Fan
Jinchi Lv
192
404
0
06 Oct 2009
Sparsity oracle inequalities for the Lasso
Sparsity oracle inequalities for the Lasso
F. Bunea
Alexandre B. Tsybakov
M. Wegkamp
557
472
0
23 May 2007

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