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

Clustering for multivariate continuous and discrete longitudinal data

(2013) Arnošt Komárek et al.   Annals of Applied Statistics

Additive mixed models with Dirichlet process mixture and P-spline priors

(2011) Felix Heinzl et al.   AStA-Advances in Statistical Analysis

Center-adjusted inference for a nonparametric Bayesian random effect distribution

(2011) Yisheng Li et al.   STATISTICA SINICA

Clustering using objective functions and stochastic search

(2010) James G. Booth et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

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

(2010) Georgios Papageorgiou et al.   STATISTICS AND COMPUTING

Discriminant analysis using a multivariate linear mixed model with a normal mixture in the random effects distribution

(2010) Arnošt Komárek et al.   STATISTICS IN MEDICINE

Mixtures of regression models for time course gene expression data: evaluation of initialization and random effects

(2009) Theresa Scharl et al.   BIOINFORMATICS

Robustifying Generalized Linear Mixed Models Using a New Class of Mixtures of Multivariate Polya Trees

(2009) Alejandro Jara et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Cluster analysis using multivariate mixed effects models

(2009) Luis Villarroel et al.   STATISTICS IN MEDICINE

Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models

(2008) O. Papaspiliopoulos et al.   BIOMETRIKA

Simultaneous curve registration and clustering for functional data

(2008) Xueli Liu et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Model-based clustering for longitudinal data

(2007) Rolando De la Cruz-Mesía et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

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

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