High‐dimensional variable selection accounting for heterogeneity in regression coefficients across multiple data sources

Capturing heterogeneity in repeated measures data by fusion penalty

(2021) Lili Liu et al.   STATISTICS IN MEDICINE

Individualized Multidirectional Variable Selection

(2020) Xiwei Tang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A flexible nonlinear mixed effects model for HIV viral load rebound after treatment interruption

(2020) Rui Wang et al.   STATISTICS IN MEDICINE

Finite Mixture Models

(2018) Geoffrey J. McLachlan et al.   Annual Review of Statistics and Its Application

A Concave Pairwise Fusion Approach to Subgroup Analysis

(2017) Shujie Ma et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements

(2016) Fei Wang et al.   BIOMETRICS

Homogeneity Pursuit

(2015) Zheng Tracy Ke et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Randomized Trial of Adenotonsillectomy for Childhood Sleep Apnea

(2013) Carole L. Marcus et al.   NEW ENGLAND JOURNAL OF MEDICINE

Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

(2011) Lan Wang et al.   BIOMETRICS

Modeling Site Effects in the Design and Analysis of Multi-site Trials

(2011) Daniel J. Feaster et al.   AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Grouping Pursuit Through a Regularization Solution Surface

(2010) Xiaotong Shen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Properties and refinements of the fused lasso

(2009) Alessandro Rinaldo   ANNALS OF STATISTICS

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS

A multisite trial of mifepristone for the treatment of psychotic depression: A site-by-treatment interaction

(2009) Christine M. Blasey et al.   Contemporary Clinical Trials

Recent developments in meta-analysis

(2007) Alexander J. Sutton et al.   STATISTICS IN MEDICINE