PETER MÜLLER

36 catalog papers. Name-matched publications do not establish a verified researcher identity.

Department of Statistics and Data Sciences, University of Texas at Austin

Publications

• Clustering and meta-analysis using a mixture of dependent linear tail-free priors — The Annals of Applied Statistics 2025 (name-matched, not ORCID-linked)
• Graph-Aligned Random Partition Model (GARP) — Journal of the American Statistical Association 2025 (name-matched, not ORCID-linked)
• Bayesian Nonparametric Common Atoms Regression for Generating Synthetic Controls in Clinical Trials — Journal of the American Statistical Association 2023 (name-matched, not ORCID-linked)
• Bayesian Double Feature Allocation for Phenotyping With Electronic Health Records — Journal of the American Statistical Association 2020 (name-matched, not ORCID-linked)
• TreeClone: Reconstruction of tumor subclone phylogeny based on mutation pairs using next generation sequencing data — The Annals of Applied Statistics 2019 (name-matched, not ORCID-linked)
• Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer’s disease treatment trial — The Annals of Applied Statistics 2017 (name-matched, not ORCID-linked)
• Bayesian Nonparametric Estimation for Dynamic Treatment Regimes With Sequential Transition Times — Journal of the American Statistical Association 2016 (name-matched, not ORCID-linked)
• Rejoinder — Journal of the American Statistical Association 2016 (name-matched, not ORCID-linked)
• MAD Bayes for Tumor Heterogeneity—Feature Allocation With Exponential Family Sampling — Journal of the American Statistical Association 2015 (name-matched, not ORCID-linked)
• Bayesian Dose-Finding in Two Treatment Cycles Based on the Joint Utility of Efficacy and Toxicity — Journal of the American Statistical Association 2015 (name-matched, not ORCID-linked)
• A Bayesian feature allocation model for tumor heterogeneity — The Annals of Applied Statistics 2015 (name-matched, not ORCID-linked)
• Comment — Journal of the American Statistical Association 2014 (name-matched, not ORCID-linked)
• A Nonparametric Bayesian Model for Local Clustering With Application to Proteomics — Journal of the American Statistical Association 2013 (name-matched, not ORCID-linked)
• A Bayesian Graphical Model for ChIP-Seq Data on Histone Modifications — Journal of the American Statistical Association 2013 (name-matched, not ORCID-linked)
• Modeling Protein Expression and Protein Signaling Pathways — Journal of the American Statistical Association 2012 (name-matched, not ORCID-linked)
• Modeling dependent gene expression — The Annals of Applied Statistics 2012 (name-matched, not ORCID-linked)
• The multivariate beta process and an extension of the Polya tree model — Biometrika 2011 (name-matched, not ORCID-linked)
• A Bayesian discovery procedure — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009 (name-matched, not ORCID-linked)
• Modeling Disease Progression With Longitudinal Markers — Journal of the American Statistical Association 2008 (name-matched, not ORCID-linked)
• Practical filtering with sequential parameter learning — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2008 (name-matched, not ORCID-linked)
• Applied Bayesian Modelling — Journal of the American Statistical Association 2005 (name-matched, not ORCID-linked)
• An ANOVA Model for Dependent Random Measures — Journal of the American Statistical Association 2004 (name-matched, not ORCID-linked)
• Optimal Bayesian Design by Inhomogeneous Markov Chain Simulation — Journal of the American Statistical Association 2004 (name-matched, not ORCID-linked)
• Optimal Sample Size for Multiple Testing — Journal of the American Statistical Association 2004 (name-matched, not ORCID-linked)
• A method for combining inference across related nonparametric Bayesian models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2004 (name-matched, not ORCID-linked)
• Bayesian correlation estimation — Biometrika 2004 (name-matched, not ORCID-linked)
• Nonlinear State-Space Models With State-Dependent Variances — Journal of the American Statistical Association 2003 (name-matched, not ORCID-linked)
• A Bayesian Model for Detecting Acute Change in Nonlinear Profiles — Journal of the American Statistical Association 2001 (name-matched, not ORCID-linked)
• Dynamic models for spatiotemporal data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001 (name-matched, not ORCID-linked)
• Comment — Journal of the American Statistical Association 1999 (name-matched, not ORCID-linked)
• Decision Analysis by Augmented Probability Simulation — Management Science 1999 (name-matched, not ORCID-linked)
• A Bayesian Population Model with Hierarchical Mixture Priors Applied to Blood Count Data — Journal of the American Statistical Association 1997 (name-matched, not ORCID-linked)
• Bayesian Forecasting of Multinomial Time Series through Conditionally Gaussian Dynamic Models — Journal of the American Statistical Association 1997 (name-matched, not ORCID-linked)
• A Bayesian semiparametric model for case-control studies with errors in variables — Biometrika 1997 (name-matched, not ORCID-linked)
• Bayesian curve fitting using multivariate normal mixtures — Biometrika 1996 (name-matched, not ORCID-linked)
• Optimal Design via Curve Fitting of Monte Carlo Experiments — Journal of the American Statistical Association 1995 (name-matched, not ORCID-linked)