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Jian Huang et al.
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Alekh Agarwal et al.
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Clifford Lam et al.
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Po-Ling Loh et al.
ANNALS OF STATISTICS (2012)
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Lingzhou Xue et al.
ANNALS OF STATISTICS (2012)
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Gaorong Li et al.
ANNALS OF STATISTICS (2012)
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Rajeshwari R. Valiathan et al.
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Rui Chen et al.
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Sihai Dave Zhao et al.
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Phase transition in limiting distributions of coherence of high-dimensional random matrices
T. Tony Cai et al.
JOURNAL OF MULTIVARIATE ANALYSIS (2012)
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Jianqing Fan et al.
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Runze Li et al.
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Jianqing Fan et al.
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Virgile Fritsch et al.
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Yu Nesterov
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Yucheng Low et al.
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Jianqing Fan et al.
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POSTERIOR CONSISTENCY OF NONPARAMETRIC CONDITIONAL MOMENT RESTRICTED MODELS
Yuan Liao et al.
ANNALS OF STATISTICS (2011)
Would the field of cognitive neuroscience be advanced by sharing functional MRI data?
Kristina M. Visscher et al.
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Elizabeth A. Worthey et al.
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Emmanuel J. Candes et al.
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Jianqing Fan et al.
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Tony Cai et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)
Adaptive Thresholding for Sparse Covariance Matrix Estimation
Tony Cai et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)
A Constrained l1 Minimization Approach to Sparse Precision Matrix Estimation
Tony Cai et al.
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Twitter mood predicts the stock market
Johan Bollen et al.
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Jianqing Fan et al.
ANNALS OF STATISTICS (2010)
NEARLY UNBIASED VARIABLE SELECTION UNDER MINIMAX CONCAVE PENALTY
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ANNALS OF STATISTICS (2010)
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Fang Han et al.
HUMAN HEREDITY (2010)
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Bradley Efron
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l1-penalization for mixture regression models
Nicolas Staedler et al.
TEST (2010)
The case for cloud computing in genome informatics
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Peter J. Bickel et al.
ANNALS OF STATISTICS (2009)
Using Generalized Correlation to Effect Variable Selection in Very High Dimensional Problems
Peter Hall et al.
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Empirical null and false discovery rate analysis in neuroimaging
Armin Schwartzman et al.
NEUROIMAGE (2009)
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Peter J. Bickel et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2009)
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Michael W. Mahoney et al.
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Amir Beck et al.
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Tong Tong Wu et al.
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Jianqing Fan et al.
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One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou et al.
ANNALS OF STATISTICS (2008)
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Peter J. Bickel et al.
ANNALS OF STATISTICS (2008)
An introduction to compressive sampling
Emmanuel J. Candes et al.
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High dimensional covariance matrix estimation using a factor model
Jianqing Fan et al.
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Enhancing Sparsity by Reweighted l1 Minimization
Emmanuel J. Candes et al.
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Theoretical measures of relative performance of classifiers for high dimensional data with small sample sizes
Peter Hall et al.
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Sure independence screening for ultrahigh dimensional feature space
Jianqing Fan et al.
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Michael Lustig et al.
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Jerome Friedman et al.
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Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems
Mario A. T. Figueiredo et al.
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The Dantzig selector:: Statistical estimation when p is much larger than n
Emmanuel Candes et al.
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Variable selection in finite mixture of regression models
Abbas Khalili et al.
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Capturing heterogeneity in gene expression studies by surrogate variable analysis
Jeffrey T. Leek et al.
PLOS GENETICS (2007)
Compressed sensing
DL Donoho
IEEE TRANSACTIONS ON INFORMATION THEORY (2006)
Extensions of compressed sensing
Y Tsaig et al.
SIGNAL PROCESSING (2006)
Variable selection using MM algorithms
DR Hunter et al.
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The generalized dynamic factor model: One-sided estimation and forecasting
M Forni et al.
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Multiple rare Alleles contribute to low plasma levels of HDL cholesterol
JC Cohen et al.
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An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
I Daubechies et al.
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DL Donoho et al.
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ArrayExpress - a public repository for microarray gene expression data at the EBI
A Brazma et al.
NUCLEIC ACIDS RESEARCH (2003)
Inferential theory for factor models of large dimensions.
J Bai
ECONOMETRICA (2003)
The positive false discovery rate: A Bayesian interpretation and the q-value
JD Storey
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Forecasting using principal components from a large number of predictors
JH Stock et al.
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Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
R Edgar et al.
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Determining the number of factors in approximate factor models
JS Bai et al.
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Variable selection via nonconcave penalized likelihood and its oracle properties
JQ Fan et al.
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Regularization of wavelet approximations
A Antoniadis et al.
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