Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

GEE analysis of clustered binary data with diverging number of covariates

(2010) Lan Wang   ANNALS OF STATISTICS

Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data

(2010) Lan Xue et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable Selection for Semiparametric Mixed Models in Longitudinal Studies

(2009) Xiao Ni et al.   BIOMETRICS

Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements

(2009) Lifeng Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA

Penalized Estimating Functions and Variable Selection in Semiparametric Regression Models

(2008) Brent A Johnson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Consistent model selection and data-driven smooth tests for longitudinal data in the estimating equations approach

(2008) Lan Wang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY