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

by Johannes Ostner, Johannes Ostner, Salomé Carcy, Salomé Carcy, Christian L. Müller, Christian L. Müller, Christian L. Müller
Published 2021-12-01

Topology Adaptive Graph Estimation in High Dimensions

by Johannes Lederer, Christian L. Müller
Published 2022-04-01

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

by Grace Yoon, Irina Gaynanova, Christian L. Müller
Published 2019-06-01

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

by Josefine Asmus, Christian L. Müller, Ivo F. Sbalzarini
Published 2017-07-01

Tree-aggregated predictive modeling of microbiome data

by Jacob Bien, Xiaohan Yan, Léo Simpson, Christian L. Müller
Published 2021-07-01

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

by Kevin Drew, Christian L Müller, Richard Bonneau, Edward M Marcotte
Published 2017-10-01

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

by Theresa Ullmann, Stefanie Peschel, Philipp Finger, Christian L Müller, Anne-Laure Boulesteix
Published 2023-01-01

Fused Regression for Multi-source Gene Regulatory Network Inference.

by Kari Y Lam, Zachary M Westrick, Christian L Müller, Lionel Christiaen, Richard Bonneau
Published 2016-12-01

STENCIL-NET for equation-free forecasting from data

by Suryanarayana Maddu, Dominik Sturm, Bevan L. Cheeseman, Christian L. Müller, Ivo F. Sbalzarini
Published 2023-08-01

Sparse and compositionally robust inference of microbial ecological networks.

by Zachary D Kurtz, Christian L Müller, Emily R Miraldi, Dan R Littman, Martin J Blaser, Richard A Bonneau
Published 2015-05-01

Fungi stabilize connectivity in the lung and skin microbial ecosystems

by Laura Tipton, Christian L. Müller, Zachary D. Kurtz, Laurence Huang, Eric Kleerup, Alison Morris, Richard Bonneau, Elodie Ghedin
Published 2018-01-01

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

by Dominik Thalmeier, Gregor Miller, Elida Schneltzer, Anja Hurt, Martin Hrabě deAngelis, Lore Becker, Christian L. Müller, Holger Maier
Published 2022-12-01

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

by Alice J Sommer, Annette Peters, Martina Rommel, Josef Cyrys, Harald Grallert, Dirk Haller, Christian L Müller, Marie-Abèle C Bind
Published 2022-05-01

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

by Jie-sheng Lin, Jana Nano, Agnese Petrera, Stefanie M. Hauck, Tanja Zeller, Wolfgang Koenig, Christian L. Müller, Annette Peters, Barbara Thorand
Published 2023-07-01

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

by Lukas M. Simon, Cecilia Flocco, Franziska Burkart, Anika Methner, David Henke, Luise Rauer, Christian L. Müller, Johannes Vogel, Christiane Quaisser, Jörg Overmann, Stefan Simon
Published 2023-09-01

4C-ker: A Method to Reproducibly Identify Genome-Wide Interactions Captured by 4C-Seq Experiments.

by Ramya Raviram, Pedro P Rocha, Christian L Müller, Emily R Miraldi, Sana Badri, Yi Fu, Emily Swanzey, Charlotte Proudhon, Valentina Snetkova, Richard Bonneau, Jane A Skok
Published 2016-03-01

deepregression: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression

by David Rügamer, Chris Kolb, Cornelius Fritz, Florian Pfisterer, Philipp Kopper, Bernd Bischl, Ruolin Shen, Christina Bukas, Lisa Barros de Andrade e Sousa, Dominik Thalmeier, Philipp F. M. Baumann, Lucas Kook, Nadja Klein, Christian L. Müller
Published 2023-01-01

A single early-in-life macrolide course has lasting effects on murine microbial network topology and immunity

by Victoria E. Ruiz, Thomas Battaglia, Zachary D. Kurtz, Luc Bijnens, Amy Ou, Isak Engstrand, Xuhui Zheng, Tadasu Iizumi, Briana J. Mullins, Christian L. Müller, Ken Cadwell, Richard Bonneau, Guillermo I. Perez-Perez, Martin J. Blaser
Published 2017-09-01