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Correlated variables in regression: clustering and sparse estimation

Correlated variables in regression: clustering and sparse estimation

26 September 2012
Peter Buhlmann
Philipp Rutimann
Sara van de Geer
Cun-Hui Zhang
ArXiv (abs)PDFHTML

Papers citing "Correlated variables in regression: clustering and sparse estimation"

9 / 9 papers shown
Title
The sparse Laplacian shrinkage estimator for high-dimensional regression
The sparse Laplacian shrinkage estimator for high-dimensional regression
Jian Huang
Shuangge Ma
Hongzhe Li
Cun-Hui Zhang
97
104
0
15 Dec 2011
Scaled Sparse Linear Regression
Scaled Sparse Linear Regression
Tingni Sun
Cun-Hui Zhang
185
507
0
24 Apr 2011
A note on the group lasso and a sparse group lasso
A note on the group lasso and a sparse group lasso
J. Friedman
Trevor Hastie
Robert Tibshirani
221
841
0
05 Jan 2010
On the conditions used to prove oracle results for the Lasso
On the conditions used to prove oracle results for the Lasso
Sara van de Geer
Peter Buhlmann
275
732
0
05 Oct 2009
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood
  models
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models
H. Zou
Runze Li
294
1,234
0
07 Aug 2008
The sparsity and bias of the Lasso selection in high-dimensional linear
  regression
The sparsity and bias of the Lasso selection in high-dimensional linear regression
Cun-Hui Zhang
Jian Huang
469
869
0
07 Aug 2008
High-dimensional additive modeling
High-dimensional additive modeling
L. Meier
Sara van de Geer
Peter Buhlmann
353
481
0
25 Jun 2008
Lasso-type recovery of sparse representations for high-dimensional data
Lasso-type recovery of sparse representations for high-dimensional data
N. Meinshausen
Bin Yu
475
882
0
01 Jun 2008
Simultaneous analysis of Lasso and Dantzig selector
Simultaneous analysis of Lasso and Dantzig selector
Peter J. Bickel
Yaácov Ritov
Alexandre B. Tsybakov
535
2,530
0
07 Jan 2008
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