Variable selection and estimation for partially linear single-index models with longitudinal data

Quadratic inference functions for partially linear single-index models with longitudinal data

(2013) Peng Lai et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Simultaneous confidence bands and hypothesis testing for single-index models

(2013) Gaorong Li et al.   STATISTICA SINICA

Automatic variable selection for longitudinal generalized linear models

(2012) Gaorong Li et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Informative Estimation and Selection of Correlation Structure for Longitudinal Data

(2012) Jianhui Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The EFM approach for single-index models

(2011) Xia Cui et al.   ANNALS OF STATISTICS

Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

(2011) Lan Wang et al.   BIOMETRICS

Selection of Working Correlation Structure in Generalized Estimating Equations via Empirical Likelihood

(2011) Jien Chen et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Bias-corrected GEE estimation and smooth-threshold GEE variable selection for single-index models with clustered data

(2011) Peng Lai et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models

(2011) Hao Helen Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Estimation and testing for partially linear single-index models

(2010) Hua Liang et al.   ANNALS OF STATISTICS

Empirical likelihood inference in partially linear single-index models for longitudinal data

(2009) Gaorong Li et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Generalized empirical likelihood inference in semiparametric regression model for longitudinal data

(2008) Gao Rong Li et al.   ACTA MATHEMATICA SINICA-ENGLISH SERIES

Penalized quadratic inference functions for single-index models with longitudinal data

(2008) Yang Bai et al.   JOURNAL OF MULTIVARIATE ANALYSIS

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

Partial Linear Models for Longitudinal Data Based on Quadratic Inference Functions

(2007) YANG BAI et al.   SCANDINAVIAN JOURNAL OF STATISTICS