List of works - Peter Bühlmann

A Sequential Rejection Testing Method for High-Dimensional Regression with Correlated Variables

scientific article published on 01 May 2016

A systematic comparison and evaluation of biclustering methods for gene expression data

scientific article

Analyzing gene expression data in terms of gene sets: methodological issues

scientific article

Annotating novel genes by integrating synthetic lethals and genomic information

scientific article

Arabidopsis GERANYLGERANYL DIPHOSPHATE SYNTHASE 11 is a hub isozyme required for the production of most photosynthesis-related isoprenoids.

scientific article published on 30 July 2015

Assessing statistical significance in multivariable genome wide association analysis

scientific article published on 07 March 2016

Asymptotic optimality of the Westfall–Young permutation procedure for multiple testing under dependence

Boosting With theL2Loss

Boosting for tumor classification with gene expression data

scientific article

Causal stability ranking.

scientific article published on 3 September 2012

Computationally efficient change point detection for high-dimensional regression ⬇️

scholarly article from 'arXiv:1601.03704 [math, stat]' published in 2016

Discovery of TNF inhibitors from a DNA-encoded chemical library based on diels-alder cycloaddition

scientific article

Discussion of "the evolution of boosting algorithms" and "extending statistical boosting".

scientific article published on 14 November 2014

EVE (external variance estimation) increases statistical power for detecting differentially expressed genes

scientific article published on 3 August 2007

Estimating high-dimensional intervention effects from observational data

article

Gene expression signatures identify rhabdomyosarcoma subtypes and detect a novel t(2;2)(q35;p23) translocation fusing PAX3 to NCOA1.

scientific article

High-Dimensional Directed Acyclic Graphs with the PC-Algorithm ⬇️

Integrative genome-wide expression profiling identifies three distinct molecular subgroups of renal cell carcinoma with different patient outcome

scientific article

Methods for causal inference from gene perturbation experiments and validation.

scientific article

Mining tissue microarray data to uncover combinations of biomarker expression patterns that improve intermediate staging and grading of clear cell renal cell cancer

scientific article

MissForest--non-parametric missing value imputation for mixed-type data.

scientific article

Model-based boosting in high dimensions

scientific article published on 29 August 2006

Penalized likelihood for sparse contingency tables with an application to full-length cDNA libraries

scientific article

Predicting causal effects in large-scale systems from observational data

article by Marloes H Maathuis et al published April 2010 in Nature Methods

Protein and gene model inference based on statistical modeling in k-partite graphs.

scientific article

Simultaneous analysis of large-scale RNAi screens for pathogen entry

scientific article

Sparse graphical Gaussian modeling of the isoprenoid gene network in Arabidopsis thaliana

scientific article

Statistical Analysis of Quantum Chemical Data Using Generalized XML/CML Archives for the Derivation of Molecular Design Rules

Statistical approach to protein quantification

scientific article

Statistics for High-Dimensional Data

article by Peter Bühlmann & Sara van de Geer published 2011 in Springer Series in Statistics

Structural intervention distance for evaluating causal graphs

scientific article published on 20 January 2015

Survival ensembles.

scientific article published on 12 December 2005

Systems-based analysis of Arabidopsis leaf growth reveals adaptation to water deficit

scientific article

Understanding human functioning using graphical models

scientific article

List of works by Peter Bühlmann

A Sequential Rejection Testing Method for High-Dimensional Regression with Correlated Variables

A systematic comparison and evaluation of biclustering methods for gene expression data

Analyzing gene expression data in terms of gene sets: methodological issues

Annotating novel genes by integrating synthetic lethals and genomic information

Arabidopsis GERANYLGERANYL DIPHOSPHATE SYNTHASE 11 is a hub isozyme required for the production of most photosynthesis-related isoprenoids.

Assessing statistical significance in multivariable genome wide association analysis

Asymptotic optimality of the Westfall–Young permutation procedure for multiple testing under dependence

Boosting With theL2Loss

Boosting for tumor classification with gene expression data

Causal stability ranking.

Computationally efficient change point detection for high-dimensional regression ⬇️

Discovery of TNF inhibitors from a DNA-encoded chemical library based on diels-alder cycloaddition

Discussion of "the evolution of boosting algorithms" and "extending statistical boosting".

EVE (external variance estimation) increases statistical power for detecting differentially expressed genes

Estimating high-dimensional intervention effects from observational data

Gene expression signatures identify rhabdomyosarcoma subtypes and detect a novel t(2;2)(q35;p23) translocation fusing PAX3 to NCOA1.

High-Dimensional Directed Acyclic Graphs with the PC-Algorithm ⬇️

Integrative genome-wide expression profiling identifies three distinct molecular subgroups of renal cell carcinoma with different patient outcome

Methods for causal inference from gene perturbation experiments and validation.

Mining tissue microarray data to uncover combinations of biomarker expression patterns that improve intermediate staging and grading of clear cell renal cell cancer

MissForest--non-parametric missing value imputation for mixed-type data.

Model-based boosting in high dimensions

Penalized likelihood for sparse contingency tables with an application to full-length cDNA libraries

Predicting causal effects in large-scale systems from observational data

Protein and gene model inference based on statistical modeling in k-partite graphs.

Simultaneous analysis of large-scale RNAi screens for pathogen entry

Sparse graphical Gaussian modeling of the isoprenoid gene network in Arabidopsis thaliana

Statistical Analysis of Quantum Chemical Data Using Generalized XML/CML Archives for the Derivation of Molecular Design Rules

Statistical approach to protein quantification

Statistics for High-Dimensional Data

Structural intervention distance for evaluating causal graphs

Survival ensembles.

Systems-based analysis of Arabidopsis leaf growth reveals adaptation to water deficit

Understanding human functioning using graphical models