Heinzl, F. & Tutz, G. (2011): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. Technical Report No. 115, Department of Statistics, LMU München. Submitted.
Vorträge
Linear mixed models with a penalized normal mixture as random effects distribution, 12. September 2011, CEN 2011 Zürich
EM algorithm for linear mixed models with Dirichlet process mixtures, 13. September 2010, 16. DStatG-Nachwuchsworkshop Nürnberg
Additive mixed models with Dirichlet process mixture and P-Spline priors, 25. März 2010, DAGStat2010 Dortmund
Diplomarbeit
Thema: Nonparametrische Bayes-Inferenz in additiven gemischten Modellen (Februar 2009)
Software
Mitarbeit am R-Paket BayesX
Additiv gemischte Modelle mit Dirichlet-Prozess-Mischungs- und P-Spline-Prioris: amm.dpm.mcmc
