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A Constrained ℓ1 Minimization Approach to Sparse Precision Matrix Estimation

Journal of the American Statistical Association, 2011-06, Vol.106 (494), p.594-607

2011

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An arbitrary order variationally consistent integration for Galerkin meshfree methods

International journal for numerical methods in engineering, 2013-08, Vol.95 (5), p.387-418

2013

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Stability selection

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2010-09, Vol.72 (4), p.417-473

2010

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Regression shrinkage and selection via the lasso: a retrospective

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2011-06, Vol.73 (3), p.273-282

Tibshirani, Robert

2011

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A phase-field model for cohesive fracture

International journal for numerical methods in engineering, 2013-10, Vol.96 (1), p.43-62

2013

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Fracture modeling using meshless methods and level sets in 3D: Framework and modeling

International journal for numerical methods in engineering, 2012-12, Vol.92 (11), p.969-998

2012

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Adaptive Thresholding for Sparse Covariance Matrix Estimation

Journal of the American Statistical Association, 2011-06, Vol.106 (494), p.672-684

2011

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How Big is a Big Odds Ratio? Interpreting the Magnitudes of Odds Ratios in Epidemiological Studies

Communications in statistics. Simulation and computation, 2010-04, Vol.39 (4), p.860-864

2010

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Weakly enforced essential boundary conditions for NURBS-embedded and trimmed NURBS geometries on the basis of the finite cell method

International journal for numerical methods in engineering, 2013-09, Vol.95 (10), p.811-846

2013

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Sure independence screening for ultrahigh dimensional feature space

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2008-11, Vol.70 (5), p.849-911

2008

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SparseNet: Coordinate Descent With Nonconvex Penalties

Journal of the American Statistical Association, 2011-09, Vol.106 (495), p.1125-1138

2011

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A coupling approach of discretized peridynamics with finite element method

Computer methods in applied mechanics and engineering, 2012-10, Vol.245-246, p.163-175

2012

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Robust smoothing of gridded data in one and higher dimensions with missing values

Computational statistics & data analysis, 2010-04, Vol.54 (4), p.1167-1178

Garcia, Damien

2010

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Polygon scaled boundary finite elements for crack propagation modelling

International journal for numerical methods in engineering, 2012-07, Vol.91 (3), p.319-342

2012

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Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap

Computational statistics & data analysis, 2009-09, Vol.53 (11), p.3735-3745

Kim, Ji-Hyun

2009

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Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems

Automatica (Oxford), 2014-12, Vol.50 (12), p.3182-3189

2014

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Square-root lasso: pivotal recovery of sparse signals via conic programming

Biometrika, 2011-12, Vol.98 (4), p.791-806

2011

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Bat algorithm for constrained optimization tasks

Neural computing & applications, 2013-05, Vol.22 (6), p.1239-1255

2013

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Large panels with common factors and spatial correlation

Econometrics, 2011-04, Vol.161 (2), p.182-202

2011

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The influence of heat and mass transfer on MHD peristaltic flow through a porous space with compliant walls

Applied mathematics and computation, 2009-07, Vol.213 (1), p.197-208

2009

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Practical variable selection for generalized additive models

Computational statistics & data analysis, 2011-07, Vol.55 (7), p.2372-2387

2011

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Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research

Communications in statistics. Simulation and computation, 2009-05, Vol.38 (6), p.1228-1234

Austin, Peter C.

2009

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SPEED: SPectral Elements in Elastodynamics with Discontinuous Galerkin: a non-conforming approach for 3D multi-scale problems

International journal for numerical methods in engineering, 2013-09, Vol.95 (12), p.991-1010

2013

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An eigenerosion approach to brittle fracture

International journal for numerical methods in engineering, 2012-11, Vol.92 (8), p.694-714

2012

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Empirical characterization of random forest variable importance measures

Computational statistics & data analysis, 2008-01, Vol.52 (4), p.2249-2260

2008

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A Constrained ℓ1 Minimization Approach to Sparse Precision Matrix Estimation

An arbitrary order variationally consistent integration for Galerkin meshfree methods

Stability selection

Regression shrinkage and selection via the lasso: a retrospective

A phase-field model for cohesive fracture

Fracture modeling using meshless methods and level sets in 3D: Framework and modeling

Adaptive Thresholding for Sparse Covariance Matrix Estimation

How Big is a Big Odds Ratio? Interpreting the Magnitudes of Odds Ratios in Epidemiological Studies

Weakly enforced essential boundary conditions for NURBS-embedded and trimmed NURBS geometries on the basis of the finite cell method

Sure independence screening for ultrahigh dimensional feature space

SparseNet: Coordinate Descent With Nonconvex Penalties

A coupling approach of discretized peridynamics with finite element method

Robust smoothing of gridded data in one and higher dimensions with missing values

Polygon scaled boundary finite elements for crack propagation modelling

Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap

Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems

Square-root lasso: pivotal recovery of sparse signals via conic programming

Bat algorithm for constrained optimization tasks

Large panels with common factors and spatial correlation

The influence of heat and mass transfer on MHD peristaltic flow through a porous space with compliant walls

Practical variable selection for generalized additive models

Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research

SPEED: SPectral Elements in Elastodynamics with Discontinuous Galerkin: a non-conforming approach for 3D multi-scale problems

An eigenerosion approach to brittle fracture

Empirical characterization of random forest variable importance measures

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