Effect fusion using model-based clustering

Identifying Mixtures of Mixtures Using Bayesian Estimation

(2017) Gertraud Malsiner-Walli et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Comparison of Criteria for Choosing the Number of Classes in Bayesian Finite Mixture Models

(2017) Kazem Nasserinejad et al.   PLoS One

Regularized regression for categorical data

(2016) Gerhard Tutz et al.   STATISTICAL MODELLING

Regularization and model selection with categorical predictors and effect modifiers in generalized linear models

(2014) Margret-Ruth Oelker et al.   STATISTICAL MODELLING

Model-based clustering based on sparse finite Gaussian mixtures

(2014) Gertraud Malsiner-Walli et al.   STATISTICS AND COMPUTING

A Sparse-Group Lasso

(2012) Noah Simon et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Sparse modeling of categorial explanatory variables

(2011) Jan Gertheiss et al.   Annals of Applied Statistics

Asymptotic behaviour of the posterior distribution in overfitted mixture models

(2011) Judith Rousseau et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Selection of ordinally scaled independent variables with applications to international classification of functioning core sets

(2011) Jan Gertheiss et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Bayesian profile regression with an application to the National survey of children's health

(2010) J. Molitor et al.   BIOSTATISTICS

Bayesian Semiparametric Multiple Shrinkage

(2009) Richard F. MacLehose et al.   BIOMETRICS

Penalized Regression with Ordinal Predictors

(2009) Jan Gertheiss et al.   INTERNATIONAL STATISTICAL REVIEW

Simultaneous Factor Selection and Collapsing Levels in ANOVA

(2008) Howard D. Bondell et al.   BIOMETRICS

Bayesian Selection and Clustering of Polymorphisms in Functionally Related Genes

(2008) David B Dunson et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION