Review of methods for handling confounding by cluster and informative cluster size in clustered data

Methods for observed-cluster inference when cluster size is informative: A review and clarifications

(2014) Shaun R. Seaman et al.   BIOMETRICS

Inference on the marginal distribution of clustered data with informative cluster size

(2013) Jaakko Nevalainen et al.   STATISTICAL PAPERS

Components of the Indirect Effect in Vaccine Trials

(2012) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

A general class of signed-rank tests for clustered data when the cluster size is potentially informative

(2012) Somnath Datta et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Adjusting for confounding by neighborhood using generalized linear mixed models and complex survey data

(2012) Babette A. Brumback et al.   STATISTICS IN MEDICINE

Estimation of covariate effects in generalized linear mixed models with a misspecified distribution of random intercepts and slopes

(2012) John M. Neuhaus et al.   STATISTICS IN MEDICINE

Informative Cluster Sizes for Subcluster-Level Covariates and Weighted Generalized Estimating Equations

(2011) Ying Huang et al.   BIOMETRICS

Estimation of covariate effects in generalized linear mixed models with informative cluster sizes

(2011) J. M. Neuhaus et al.   BIOMETRIKA

Fitting marginal accelerated failure time models to clustered survival data with potentially informative cluster size

(2011) Jie Fan et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Misspecifying the Shape of a Random Effects Distribution: Why Getting It Wrong May Not Matter

(2011) Charles E. McCulloch et al.   STATISTICAL SCIENCE

A general framework for estimating volume-outcome associations from longitudinal data

(2011) Benjamin French et al.   STATISTICS IN MEDICINE

A joint modeling approach to data with informative cluster size: Robustness to the cluster size model

(2011) Zhen Chen et al.   STATISTICS IN MEDICINE

Inference for marginal linear models for clustered longitudinal data with potentially informative cluster sizes

(2010) Ming Wang et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Adjusting for confounding by cluster using generalized linear mixed models

(2010) Babette A. Brumback et al.   STATISTICS & PROBABILITY LETTERS

Bias in 2-part mixed models for longitudinal semicontinuous data

(2009) Li Su et al.   BIOSTATISTICS

A Signed-Rank Test for Clustered Data

(2007) Somnath Datta et al.   BIOMETRICS