Published in Biometrika on August 01, 2007
A Selective Overview of Variable Selection in High Dimensional Feature Space. Stat Sin (2010) 6.19
Nonparametric Bayes Conditional Distribution Modeling With Variable Selection. J Am Stat Assoc (2009) 3.47
ON THE ADAPTIVE ELASTIC-NET WITH A DIVERGING NUMBER OF PARAMETERS. Ann Stat (2009) 3.39
Regularization Parameter Selections via Generalized Information Criterion. J Am Stat Assoc (2010) 1.61
GENERALIZED DOUBLE PARETO SHRINKAGE. Stat Sin (2013) 1.53
VARIABLE SELECTION FOR REGRESSION MODELS WITH MISSING DATA. Stat Sin (2010) 1.40
A SPARSE CONDITIONAL GAUSSIAN GRAPHICAL MODEL FOR ANALYSIS OF GENETICAL GENOMICS DATA. Ann Appl Stat (2011) 1.39
Variable Selection for Partially Linear Models with Measurement Errors. J Am Stat Assoc (2009) 1.39
Survival analysis with high-dimensional covariates: an application in microarray studies. Stat Appl Genet Mol Biol (2009) 1.29
CALIBRATING NON-CONVEX PENALIZED REGRESSION IN ULTRA-HIGH DIMENSION. Ann Stat (2013) 1.20
Fixed and random effects selection in mixed effects models. Biometrics (2010) 1.20
Weighted Wilcoxon-type smoothly clipped absolute deviation method. Biometrics (2008) 1.12
Incorporating prior knowledge into Gene Network Study. Bioinformatics (2013) 1.06
A comprehensive approach to haplotype-specific analysis by penalized likelihood. Eur J Hum Genet (2010) 1.06
Variable selection and estimation in generalized linear models with the seamless L0 penalty. Can J Stat (2012) 1.06
Ultrahigh-dimensional variable selection method for whole-genome gene-gene interaction analysis. BMC Bioinformatics (2012) 1.04
ASYMPTOTIC PROPERTIES OF SUFFICIENT DIMENSION REDUCTION WITH A DIVERGING NUMBER OF PREDICTORS. Stat Sin (2011) 1.02
Variable selection for semiparametric mixed models in longitudinal studies. Biometrics (2009) 1.02
A Method for Choosing the Smoothing Parameter in a Semi-parametric Model for Detecting Change-points in Blood Flow. J Appl Stat (2014) 0.99
Empirical Performance of Cross-Validation With Oracle Methods in a Genomics Context. Am Stat (2011) 0.98
Automatic Model Selection for Partially Linear Models. J Multivar Anal (2009) 0.98
Variable selection in the cox regression model with covariates missing at random. Biometrics (2009) 0.94
Local Linear Regression for Data with AR Errors. Acta Math Appl Sin (2009) 0.90
VARIABLE SELECTION IN LINEAR MIXED EFFECTS MODELS. Ann Stat (2012) 0.88
Functional Linear Model with Zero-value Coefficient Function at Sub-regions. Stat Sin (2013) 0.86
Group variable selection via convex log-exp-sum penalty with application to a breast cancer survivor study. Biometrics (2014) 0.85
Variable Selection in Measurement Error Models. Bernoulli (Andover) (2010) 0.84
Rank-based variable selection with censored data. Stat Comput (2010) 0.84
Sparse and Efficient Estimation for Partial Spline Models with Increasing Dimension. Ann Inst Stat Math (2015) 0.83
A FAST ALGORITHM FOR DETECTING GENE-GENE INTERACTIONS IN GENOME-WIDE ASSOCIATION STUDIES. Ann Appl Stat (2015) 0.82
Haplotype-based pharmacogenetic analysis for longitudinal quantitative traits in the presence of dropout. J Biopharm Stat (2010) 0.81
Estimation and selection of complex covariate effects in pooled nested case-control studies with heterogeneity. Biostatistics (2013) 0.81
GLOBALLY ADAPTIVE QUANTILE REGRESSION WITH ULTRA-HIGH DIMENSIONAL DATA. Ann Stat (2015) 0.80
Orthogonalizing EM: A design-based least squares algorithm. Technometrics (2016) 0.79
Modeling intensive longitudinal data with mixtures of nonparametric trajectories and time-varying effects. Psychol Methods (2015) 0.78
A comparison of multifactor dimensionality reduction and L1-penalized regression to identify gene-gene interactions in genetic association studies. Stat Appl Genet Mol Biol (2011) 0.78
Integrative Analysis of "-Omics" Data Using Penalty Functions. Wiley Interdiscip Rev Comput Stat (2015) 0.78
Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements. Biometrics (2016) 0.75
Feature Screening in Ultrahigh Dimensional Cox's Model. Stat Sin (2016) 0.75
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces. J Mach Learn Res (2016) 0.75
VARYING COEFFICIENT MODELS FOR DATA WITH AUTO-CORRELATED ERROR PROCESS. Stat Sin (2015) 0.75
An improved hybrid of SVM and SCAD for pathway analysis. Bioinformation (2011) 0.75
Covariance-enhanced discriminant analysis. Biometrika (2014) 0.75
Variable Selection and Inference Procedures for Marginal Analysis of Longitudinal Data with Missing Observations and Covariate Measurement Error. Can J Stat (2015) 0.75
Covariate Selection for Multilevel Models with Missing Data. Stat (Int Stat Inst) (2017) 0.75
Variable selection in ROC regression. Comput Math Methods Med (2013) 0.75
Ultrahigh-Dimensional Multiclass Linear Discriminant Analysis by Pairwise Sure Independence Screening. J Am Stat Assoc (2016) 0.75
Discussion of "Estimation and Accuracy after Model Selection" by Brad Efron. J Am Stat Assoc (2014) 0.75
A general semiparametric hazards regression model: efficient estimation and structure selection. Stat Med (2013) 0.75
Identification of homogeneous and heterogeneous variables in pooled cohort studies. Biometrics (2015) 0.75
A Confidence Region Approach to Tuning for Variable Selection. J Comput Graph Stat (2012) 0.75
Variable selection in subdistribution hazard frailty models with competing risks data. Stat Med (2014) 0.75
Consistent model identification of varying coefficient quantile regression with BIC tuning parameter selection. Commun Stat Theory Methods (2016) 0.75
Robust estimation for partially linear models with large-dimensional covariates. Sci China Math (2013) 0.75
Application of penalized linear regression methods to the selection of environmental enteropathy biomarkers. Biomark Res (2017) 0.75
Sparse Semiparametric Nonlinear Model with Application to Chromatographic Fingerprints. J Am Stat Assoc (2015) 0.75
Selection of latent variables for multiple mixed-outcome models. Scand Stat Theory Appl (2014) 0.75
Estimation and Inference in Generalized Additive Coefficient Models for Nonlinear Interactions with High-Dimensional Covariates. Ann Stat (2015) 0.75
A fast and efficient approach for genomic selection with high-density markers. G3 (Bethesda) (2012) 0.75
EM Adaptive LASSO-A Multilocus Modeling Strategy for Detecting SNPs Associated with Zero-inflated Count Phenotypes. Front Genet (2016) 0.75
Regularized Latent Class Analysis with Application in Cognitive Diagnosis. Psychometrika (2016) 0.75
Variable screening via quantile partial correlation. J Am Stat Assoc (2017) 0.75
Variable selection for multivariate failure time data. Biometrika (2005) 22.95
One-step Sparse Estimates in Nonconcave Penalized Likelihood Models. Ann Stat (2008) 18.14
Variable Selection using MM Algorithms. Ann Stat (2005) 15.38
Analysis of Longitudinal Data with Semiparametric Estimation of Covariance Function. J Am Stat Assoc (2007) 4.68
Quadratic inference functions for varying-coefficient models with longitudinal data. Biometrics (2006) 3.02
Model-Free Feature Screening for Ultrahigh Dimensional Data. J Am Stat Assoc (2012) 2.30
Design of experiments with multiple independent variables: a resource management perspective on complete and reduced factorial designs. Psychol Methods (2009) 2.03
Quantile Regression for Analyzing Heterogeneity in Ultra-high Dimension. J Am Stat Assoc (2012) 2.00
The Bayesian lasso for genome-wide association studies. Bioinformatics (2010) 1.99
Local CQR Smoothing: An Efficient and Safe Alternative to Local Polynomial Regression. J R Stat Soc Series B Stat Methodol (2010) 1.96
A time-varying effect model for intensive longitudinal data. Psychol Methods (2011) 1.90
NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELS. Ann Stat (2011) 1.71
Regularization Parameter Selections via Generalized Information Criterion. J Am Stat Assoc (2010) 1.61
FADTTS: functional analysis of diffusion tensor tract statistics. Neuroimage (2011) 1.54
NONPARAMETRIC COVARIANCE MODEL. Stat Sin (2010) 1.46
Local Rank Inference for Varying Coefficient Models. J Am Stat Assoc (2009) 1.45
Variable Selection for Partially Linear Models with Measurement Errors. J Am Stat Assoc (2009) 1.39
ESTIMATION AND TESTING FOR PARTIALLY LINEAR SINGLE-INDEX MODELS. Ann Stat (2010) 1.37
Statistical models for longitudinal zero-inflated count data with applications to the substance abuse field. Stat Med (2012) 1.26
New variable selection methods for zero-inflated count data with applications to the substance abuse field. Stat Med (2011) 1.25
Time-varying processes involved in smoking lapse in a randomized trial of smoking cessation therapies. Nicotine Tob Res (2014) 1.19
A dynamic model for genome-wide association studies. Hum Genet (2011) 1.15
Weighted Wilcoxon-type smoothly clipped absolute deviation method. Biometrics (2008) 1.12
Advancing the understanding of craving during smoking cessation attempts: a demonstration of the time-varying effect model. Nicotine Tob Res (2013) 1.12
Time-varying effects of smoking quantity and nicotine dependence on adolescent smoking regularity. Drug Alcohol Depend (2012) 1.03
Understanding the role of cessation fatigue in the smoking cessation process. Drug Alcohol Depend (2013) 1.00
A statistical model for mapping morphological shape. Theor Biol Med Model (2010) 0.98
Flexible semiparametric analysis of longitudinal genetic studies by reduced rank smoothing. J R Stat Soc Ser C Appl Stat (2011) 0.97
How to cluster gene expression dynamics in response to environmental signals. Brief Bioinform (2011) 0.96
Prediction-based structured variable selection through the receiver operating characteristic curves. Biometrics (2010) 0.96
Developmental changes in anger expression and attention focus: learning to wait. Dev Psychol (2011) 0.95
MULTIVARIATE VARYING COEFFICIENT MODEL FOR FUNCTIONAL RESPONSES. Ann Stat (2012) 0.94
Modeling complexity of EMA data: time-varying lagged effects of negative affect on smoking urges for subgroups of nicotine addiction. Nicotine Tob Res (2013) 0.93
Dynamic semiparametric Bayesian models for genetic mapping of complex trait with irregular longitudinal data. Stat Med (2012) 0.91
Recent History Functional Linear Models for Sparse Longitudinal Data. J Stat Plan Inference (2011) 0.87
Two-stage model for time-varying effects of discrete longitudinal covariates with applications in analysis of daily process data. Stat Med (2014) 0.86
Uncovering multiple pathways to substance use: a comparison of methods for identifying population subgroups. J Prim Prev (2010) 0.86
A dynamic model for functional mapping of biological rhythms. J Biol Dyn (2011) 0.85
Variable Selection in Measurement Error Models. Bernoulli (Andover) (2010) 0.84
Functional form diagnostics for Cox's proportional hazards model. Biometrics (2004) 0.84
Time-varying effect models for ordinal responses with applications in substance abuse research. Stat Med (2014) 0.84
A Bayesian semiparametric model for bivariate sparse longitudinal data. Stat Med (2013) 0.82
Embryonic craniofacial bone volume and bone mineral density in Fgfr2(+/P253R) and nonmutant mice. Dev Dyn (2014) 0.81
New Local Estimation Procedure for Nonparametric Regression Function of Longitudinal Data. J R Stat Soc Series B Stat Methodol (2012) 0.80
A Bayesian Framework for Functional Mapping through Joint Modeling of Longitudinal and Time-to-Event Data. Int J Plant Genomics (2012) 0.80
Changes in substance use-related health risk behaviors on the timeline follow-back interview as a function of length of recall period. Subst Use Misuse (2014) 0.79
How spacing of data collection may impact estimates of substance use trajectories. Subst Use Misuse (2010) 0.79
Dynamic modeling of genes controlling cancer stem cell proliferation. Front Genet (2012) 0.79
Tree-augmented Cox proportional hazards models. Biostatistics (2005) 0.78
Model and algorithm for linkage disequilibrium analysis in a non-equilibrium population. Front Genet (2012) 0.77
Uniformly wetting deposition of Co atoms on MoS(2) monolayer: a promising two-dimensional robust half-metallic ferromagnet. ACS Appl Mater Interfaces (2014) 0.77
Nonparametric Mixture of Regression Models. J Am Stat Assoc (2013) 0.76
Functional random effect time-varying coefficient model for longitudinal data. Stat (2012) 0.75
Fast frame scanning camera system for light-sheet microscopy. Appl Opt (2015) 0.75
Experimental demonstration of 3D accelerating beam arrays. Appl Opt (2016) 0.75
Weighted Quantile Regression for AR model with Infinite Variance Errors. J Nonparametr Stat (2012) 0.75
Robust neural network with applications to credit portfolio data analysis. Stat Interface (2010) 0.75
Local Modal Regression. J Nonparametr Stat (2012) 0.75
The application of Kriging and empirical Kriging based on the variables selected by SCAD. Anal Chim Acta (2006) 0.75
The low photo-inactivation rate of bacteria in human plasma II. Inhibition of methylene blue bleaching in plasma and effective bacterial destruction by the addition of dilute acetic acid to human plasma. Photochem Photobiol Sci (2015) 0.75
An Effective Algorithm for Generation of Factorial Designs with Generalized Minimum Aberration. J Complex (2007) 0.75
Grinding model and material removal mechanism of medical nanometer zirconia ceramics. Recent Pat Nanotechnol (2014) 0.75