Specification of random effects in multilevel models: a review

Bayesian estimation with integrated nested Laplace approximation for binary logit mixed models

(2014) L. Grilli et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

The gradient function as an exploratory goodness-of-fit assessment of the random-effects distribution in mixed models

(2013) Geert Verbeke et al.   BIOSTATISTICS

Nonparametric estimation of the mixing distribution in logistic regression mixed models with random intercepts and slopes

(2013) Mary Lesperance et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm

(2013) Felix Heinzl et al.   STATISTICAL MODELLING

Nonlinear nonparametric mixed-effects models for unsupervised classification

(2012) Laura Azzimonti et al.   COMPUTATIONAL STATISTICS

Dirichlet process mixture models for unsupervised clustering of symptoms in Parkinson's disease

(2012) Nicole White et al.   JOURNAL OF APPLIED STATISTICS

Nonparametric estimation of random-effects densities in linear mixed-effects model

(2012) Fabienne Comte et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Modeling between-subject and within-subject variances in ecological momentary assessment data using mixed-effects location scale models

(2012) Donald Hedeker et al.   STATISTICS IN MEDICINE

Rejoinder to “A Note on Type II Error Under Random Effects Misspecification in Generalized Linear Mixed Models”

(2011) Saskia Litière et al.   BIOMETRICS

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

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

A Note on the Indeterminacy of the Random-Effects Distribution in Hierarchical Models

(2010) Ariel Alonso et al.   AMERICAN STATISTICIAN

Prediction of Random Effects in Linear and Generalized Linear Models under Model Misspecification

(2010) Charles E. McCulloch et al.   BIOMETRICS

Detecting random-effects model misspecification via coarsened data

(2010) Xianzheng Huang   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Multivariate generalized linear mixed models with semi-nonparametric and smooth nonparametric random effects densities

(2010) Georgios Papageorgiou et al.   STATISTICS AND COMPUTING

Bayesian inference for generalized linear mixed models

(2009) Y. Fong et al.   BIOSTATISTICS

The limitations of using school league tables to inform school choice

(2009) George Leckie et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Diagnosis of Random-Effect Model Misspecification in Generalized Linear Mixed Models for Binary Response

(2008) Xianzheng Huang   BIOMETRICS

Comparison of nonparametric methods in nonlinear mixed effects models

(2008) J. Antic et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A comparison of methods for estimating the random effects distribution of a linear mixed model

(2008) Wendimagegn Ghidey et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Skew random effects in multilevel binomial models

(2008) Junfeng Liu et al.   STATISTICAL MODELLING

An Application of a Mixed-Effects Location Scale Model for Analysis of Ecological Momentary Assessment (EMA) Data

(2007) Donald Hedeker et al.   BIOMETRICS

Generalized linear mixed model with a penalized Gaussian mixture as a random effects distribution

(2007) Arnošt Komárek et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS