List of works - Peter Müller

A Bayesian Graphical Model for Integrative Analysis of TCGA Data

scientific article

A Bayesian hierarchical model for inference across related reverse phase protein arrays experiments

scientific article published on January 2014

A Bayesian nonparametric approach for evaluating the causal effect of treatment in randomized trials with semi-competing risks

scientific article published on 04 April 2020

A Bayesian random partition model for sequential refinement and coagulation

scientific article published on 09 April 2019

A Decision-Theoretic Comparison of Treatments to Resolve Air Leaks After Lung Surgery Based on Nonparametric Modeling

scientific article published on 26 July 2016

A Nonparametric Bayesian Model for Local Clustering with Application to Proteomics

scientific article published on January 2013

A Nonparametric Bayesian Model for Nested Clustering

scientific article published on January 2016

A Semiparametric Bayesian Model for Repeatedly Repeated Binary Outcomes

scientific article published on May 2008

A Time‐Series DDP for Functional Proteomics Profiles ⬇️

scientific article published on January 5, 2012

A decision-theoretic phase I-II design for ordinal outcomes in two cycles

scientific article published on 9 November 2015

Accuracy of RNA-Seq and its dependence on sequencing depth ⬇️

scientific article published on August 24, 2012

Bayclone: Bayesian nonparametric inference of tumor subclones using NGS data

scientific article

Bayesian Approaches to Subgroup Analysis and Related Adaptive Clinical Trial Designs

scientific article published on 24 October 2019

Bayesian Dose-Finding in Two Treatment Cycles Based on the Joint Utility of Efficacy and Toxicity

scientific article published on June 2015

Bayesian Enrichment Strategies for Randomized Discontinuation Trials ⬇️

scientific article published on June 29, 2011

Bayesian Hierarchical Model for Differential Gene Expression Using RNA-seq Data

scientific article published on May 2015

Bayesian Nonparametric Estimation for Dynamic Treatment Regimes with Sequential Transition Times. ⬇️

scientific article published on 18 October 2016

Bayesian Nonparametric Inference - Why and How.

scientific article published on January 2013

Bayesian graphical models for computational network biology.

scientific article published on 21 March 2018

Bayesian hierarchical models for protein networks in single-cell mass cytometry

scientific article

Bayesian inference for intratumour heterogeneity in mutations and copy number variation

scientific article published on 12 January 2016

Bayesian inference for latent biologic structure with determinantal point processes (DPP). ⬇️

scientific article

Bayesian nonparametric nonproportional hazards survival modeling

scientific article published on 04 February 2009

Characterizing Cancer-Specific Networks by Integrating TCGA Data

scientific article

Clinical Trial Design as a Decision Problem

scientific article published on 13 January 2017

Clustering distributions with the marginalized nested Dirichlet process.

scientific article

Defining Predictive Probability Functions for Species Sampling Models

scientific article published on January 2013

Detecting differential patterns of interaction in molecular pathways

scientific article published on 16 December 2014

Determining the effective sample size of a parametric prior

scientific article published on 30 August 2007

Evaluating the Impact of Prior Assumptions in Bayesian Biostatistics ⬇️

scientific article published on July 1, 2010

Heterogeneous reciprocal graphical models.

scientific article published on 10 October 2017

MAD Bayes for Tumor Heterogeneity - Feature Allocation with Exponential Family Sampling ⬇️

scientific article

Modeling Protein Expression and Protein Signaling Pathways

scientific article published on January 2011

Nonparametric Bayesian Bi-Clustering for Next Generation Sequencing Count Data

scientific article published on December 2013

On differential gene expression using RNA-Seq data

scientific article

Prior Effective Sample Size in Conditionally Independent Hierarchical Models

scientific article

Propriety conditions for the Bayesian autologistic model - Inference for histone modifications

scientific article published on January 2013

Semiparametric Bayesian classification with longitudinal markers

scientific article published on March 2007

Subgroup-Based Adaptive (SUBA) Designs for Multi-Arm Biomarker Trials ⬇️

scientific article published on 17 July 2014

Toward breaking the histone code: bayesian graphical models for histone modifications

scientific article published on 7 June 2013

Zodiac: A Comprehensive Depiction of Genetic Interactions in Cancer by Integrating TCGA Data

scientific article

List of works by Peter Müller

A Bayesian Graphical Model for Integrative Analysis of TCGA Data

A Bayesian hierarchical model for inference across related reverse phase protein arrays experiments

A Bayesian nonparametric approach for evaluating the causal effect of treatment in randomized trials with semi-competing risks

A Bayesian random partition model for sequential refinement and coagulation

A Decision-Theoretic Comparison of Treatments to Resolve Air Leaks After Lung Surgery Based on Nonparametric Modeling

A Nonparametric Bayesian Model for Local Clustering with Application to Proteomics

A Nonparametric Bayesian Model for Nested Clustering

A Semiparametric Bayesian Model for Repeatedly Repeated Binary Outcomes

A Time‐Series DDP for Functional Proteomics Profiles ⬇️

A decision-theoretic phase I-II design for ordinal outcomes in two cycles

Accuracy of RNA-Seq and its dependence on sequencing depth ⬇️

Bayclone: Bayesian nonparametric inference of tumor subclones using NGS data

Bayesian Approaches to Subgroup Analysis and Related Adaptive Clinical Trial Designs

Bayesian Dose-Finding in Two Treatment Cycles Based on the Joint Utility of Efficacy and Toxicity

Bayesian Enrichment Strategies for Randomized Discontinuation Trials ⬇️

Bayesian Hierarchical Model for Differential Gene Expression Using RNA-seq Data

Bayesian Nonparametric Estimation for Dynamic Treatment Regimes with Sequential Transition Times. ⬇️

Bayesian Nonparametric Inference - Why and How.

Bayesian graphical models for computational network biology.

Bayesian hierarchical models for protein networks in single-cell mass cytometry

Bayesian inference for intratumour heterogeneity in mutations and copy number variation

Bayesian inference for latent biologic structure with determinantal point processes (DPP). ⬇️

Bayesian nonparametric nonproportional hazards survival modeling

Characterizing Cancer-Specific Networks by Integrating TCGA Data

Clinical Trial Design as a Decision Problem

Clustering distributions with the marginalized nested Dirichlet process.

Defining Predictive Probability Functions for Species Sampling Models

Detecting differential patterns of interaction in molecular pathways

Determining the effective sample size of a parametric prior

Evaluating the Impact of Prior Assumptions in Bayesian Biostatistics ⬇️

Heterogeneous reciprocal graphical models.

MAD Bayes for Tumor Heterogeneity - Feature Allocation with Exponential Family Sampling ⬇️

Modeling Protein Expression and Protein Signaling Pathways

Nonparametric Bayesian Bi-Clustering for Next Generation Sequencing Count Data

On differential gene expression using RNA-Seq data

Prior Effective Sample Size in Conditionally Independent Hierarchical Models

Propriety conditions for the Bayesian autologistic model - Inference for histone modifications

Semiparametric Bayesian classification with longitudinal markers

Subgroup-Based Adaptive (SUBA) Designs for Multi-Arm Biomarker Trials ⬇️

Toward breaking the histone code: bayesian graphical models for histone modifications

Zodiac: A Comprehensive Depiction of Genetic Interactions in Cancer by Integrating TCGA Data