The Adaptive Lasso and Its Oracle Properties

Regression Shrinkage and Selection Via the Lasso

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Generalized Linear Models

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Least angle regression

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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Ideal spatial adaptation by wavelet shrinkage

1994 • 7,603 citations

Generalized Linear Models (2nd ed.).

1993 • 5,107 citations

Atomic Decomposition by Basis Pursuit

2001 • 5,007 citations

Theory of Point Estimation

1999 • 4,508 citations

Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ ¹ minimization

2003 • 2,930 citations

Estimation of the Mean of a Multivariate Normal Distribution

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A Statistical View of Some Chemometrics Regression Tools

1993 • 2,166 citations

On Model Selection Consistency of Lasso

2006 • 2,138 citations

Uncertainty principles and ideal atomic decomposition

2001 • 1,996 citations

Wavelet Shrinkage: Asymptopia?

1995 • 1,632 citations

Asymptotics for lasso-type estimators

2000 • 1,320 citations

Nonconcave penalized likelihood with a diverging number of parameters

2004 • 978 citations

Better Subset Regression Using the Nonnegative Garrote

1995 • 794 citations

Variable selection using MM algorithms

2005 • 409 citations

On the Asymptotics of Constrained $M$-Estimation

1994 • 294 citations

A NOTE ON THE LASSO AND RELATED PROCEDURES IN MODEL SELECTION

2006 • 262 citations

Adaptive Model Selection

2002 • 193 citations

Regularization of Wavelets Approximations

2011 • 51 citations