Title	Publication Date	Language	Citations
Extended BIC for small-n-large-P sparse GLM	2012/04/01		96
Estimation and variable selection for semiparametric additive partial linear models	2011/06/01		85
Variable selection and estimation in high-dimensional varying-coefficient models	2011/10/01		83
Asymptotics for general multivariate kernel density derivative estimators	2011/04/01		71
Standardization and the Group Lasso Penalty	2012/01/01		69
Surface estimation, variable selection, and the nonparametric oracle property	2011/04/01		65
Fast large-sample goodness-of-fit tests for copulas	2011/04/01		61
Simultaneous confidence bands for nonparametric regression with functional data	2011/10/01		61
A stepwise regression method and consistent model selection for high-dimensional sparse linear models	2011/10/01		59
Generalized double Pareto shrinkage	2013/01/01		55
A Covariance Regression Model	2012/04/01		53
A unified variable selection approach for varying coefficient models	2012/04/01		45
Early detection of a change in Poisson rate after accounting for population size effects	2011/04/01		43
Adaptive semi-varying coefficient model selection	2012/04/01		42
A numerical approach to performance analysis of quickest change-point detection procedures	2011/04/01		41
Gaussian approximations for non-stationary multiple time series	2011/06/01		41
A simultaneous confidence band for sparse longitudinal regression	2012/01/01		39
Multiscale and multilevel technique for consistent segmentation of nonstationary time series	2012/01/01		37
Elastic net for Cox’s proportional hazards model with a solution path algorithm	2012/01/01		37
A study of error variance estimation in Lasso regression	2016/01/01		32
Doubly robust instrumental variable regression	2012/01/01		31
Asymptotic properties of sufficient dimension reduction with a diverging number of predictors	2011/04/01		30
A simple Bayesian approach to multiple change-points	2011/04/01		30
A theory on constructing 2n-m designs with general minimum lower order confounding	2011/10/01		29
Statistical inferences for linear models with functional responses	2011/06/01		29
Multivariate functional principal component analysis: A normalization approach	2014/01/01		28
Optimal designs for generalized linear models with multiple design variables	2011/06/01		27
Varying coefficient models for sparse noise-contaminated longitudinal data	2011/10/01		26
Center-adjusted inference for a nonparametric Bayesian random effect distribution	2011/06/01		24
Penalized blind kriging in computer experiments	2011/06/01		24