Negative binomial factor regression with application to microbiome data analysis

por Mishra, Aditya K., Müller, Christian L.
Publicado 2022

Temporal probabilistic modeling of bacterial compositions derived from 16S rRNA sequencing

por Äijö, Tarmo, Müller, Christian L, Bonneau, Richard
Publicado 2018

Microbial Networks in SPRING - Semi-parametric Rank-Based Correlation and Partial Correlation Estimation for Quantitative Microbiome Data

por Yoon, Grace, Gaynanova, Irina, Müller, Christian L.
Publicado 2019

tascCODA: Bayesian Tree-Aggregated Analysis of Compositional Amplicon and Single-Cell Data

por Ostner, Johannes, Carcy, Salomé, Müller, Christian L.
Publicado 2021

L(p)-Adaptation: Simultaneous Design Centering and Robustness Estimation of Electronic and Biological Systems

por Asmus, Josefine, Müller, Christian L., Sbalzarini, Ivo F.
Publicado 2017

Tree-aggregated predictive modeling of microbiome data

por Bien, Jacob, Yan, Xiaohan, Simpson, Léo, Müller, Christian L.
Publicado 2021

Identifying direct contacts between protein complex subunits from their conditional dependence in proteomics datasets

por Drew, Kevin, Müller, Christian L., Bonneau, Richard, Marcotte, Edward M.
Publicado 2017

Shrinkage improves estimation of microbial associations under different normalization methods

por Badri, Michelle, Kurtz, Zachary D, Bonneau, Richard, Müller, Christian L
Publicado 2020

Stability selection enables robust learning of differential equations from limited noisy data

por Maddu, Suryanarayana, Cheeseman, Bevan L., Sbalzarini, Ivo F., Müller, Christian L.
Publicado 2022

Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering

por Ullmann, Theresa, Peschel, Stefanie, Finger, Philipp, Müller, Christian L., Boulesteix, Anne-Laure
Publicado 2023

STENCIL-NET for equation-free forecasting from data

por Maddu, Suryanarayana, Sturm, Dominik, Cheeseman, Bevan L., Müller, Christian L., Sbalzarini, Ivo F.
Publicado 2023

Fused Regression for Multi-source Gene Regulatory Network Inference

por Lam, Kari Y., Westrick, Zachary M., Müller, Christian L., Christiaen, Lionel, Bonneau, Richard
Publicado 2016

NetCoMi: network construction and comparison for microbiome data in R

por Peschel, Stefanie, Müller, Christian L, von Mutius, Erika, Boulesteix, Anne-Laure, Depner, Martin
Publicado 2020

Sparse and Compositionally Robust Inference of Microbial Ecological Networks

por Kurtz, Zachary D., Müller, Christian L., Miraldi, Emily R., Littman, Dan R., Blaser, Martin J., Bonneau, Richard A.
Publicado 2015

Fungi stabilize connectivity in the lung and skin microbial ecosystems

por Tipton, Laura, Müller, Christian L., Kurtz, Zachary D., Huang, Laurence, Kleerup, Eric, Morris, Alison, Bonneau, Richard, Ghedin, Elodie
Publicado 2018

Robust classification of protein variation using structural modelling and large-scale data integration

por Baugh, Evan H., Simmons-Edler, Riley, Müller, Christian L., Alford, Rebecca F., Volfovsky, Natalia, Lash, Alex E., Bonneau, Richard
Publicado 2016

Objective hearing threshold identification from auditory brainstem response measurements using supervised and self-supervised approaches

por Thalmeier, Dominik, Miller, Gregor, Schneltzer, Elida, Hurt, Anja, Hrabě deAngelis, Martin, Becker, Lore, Müller, Christian L., Maier, Holger
Publicado 2022

A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota

por Sommer, Alice J., Peters, Annette, Rommel, Martina, Cyrys, Josef, Grallert, Harald, Haller, Dirk, Müller, Christian L., Bind, Marie-Abèle C.
Publicado 2022

Proteomic profiling of longitudinal changes in kidney function among middle-aged and older men and women: the KORA S4/F4/FF4 study

por Lin, Jie-sheng, Nano, Jana, Petrera, Agnese, Hauck, Stefanie M., Zeller, Tanja, Koenig, Wolfgang, Müller, Christian L., Peters, Annette, Thorand, Barbara
Publicado 2023

Microbial fingerprints reveal interaction between museum objects, curators, and visitors

por Simon, Lukas M., Flocco, Cecilia, Burkart, Franziska, Methner, Anika, Henke, David, Rauer, Luise, Müller, Christian L., Vogel, Johannes, Quaisser, Christiane, Overmann, Jörg, Simon, Stefan
Publicado 2023