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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 10

Zeitschriftenartikel

Lin, Jie-sheng ORCID logoORCID: https://orcid.org/0000-0002-9216-4736; Petrera, Agnese ORCID logoORCID: https://orcid.org/0000-0002-0583-6195; Hauck, Stefanie M. ORCID logoORCID: https://orcid.org/0000-0002-1630-6827; Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083; Peters, Annette ORCID logoORCID: https://orcid.org/0000-0001-6645-0985 und Thorand, Barbara ORCID logoORCID: https://orcid.org/0000-0002-8416-6440 (2024): Associations of Proteomics With Hypertension and Systolic Blood Pressure: KORA S4/F4/FF4 and KORA-Age1/Age2 Cohort Studies. In: Hypertension, Bd. 81, Nr. 5: S. 1156-1166 [PDF, 1MB]

Ullmann, Theresa ORCID logoORCID: https://orcid.org/0000-0003-1215-8561; Peschel, Stefanie; Finger, Philipp; Müller, Christian L. und Boulesteix, Anne-Laure (2023): Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering.
In: PLoS Computational Biology 19(1), e1010820 [PDF, 1MB]

Lin, Jie-sheng; Nano, Jana; Petrera, Agnese; Hauck, Stefanie M.; Zeller, Tanja; Koenig, Wolfgang; Müller, Christian L.; Peters, Annette ORCID logoORCID: https://orcid.org/0000-0001-6645-0985 und Thorand, Barbara ORCID logoORCID: https://orcid.org/0000-0002-8416-6440 (2023): Proteomic profiling of longitudinal changes in kidney function among middle-aged and older men and women: the KORA S4/F4/FF4 study. In: BMC Medicine, Bd. 21, 245 [PDF, 1MB]

Sommer, Alice J. ORCID logoORCID: https://orcid.org/0000-0003-0989-4103; Peters, Annette ORCID logoORCID: https://orcid.org/0000-0001-6645-0985; Rommel, Martina; Cyrys, Josef ORCID logoORCID: https://orcid.org/0000-0002-2105-8696; Grallert, Harald ORCID logoORCID: https://orcid.org/0000-0002-6876-9655; Haller, Dirk ORCID logoORCID: https://orcid.org/0000-0002-6977-4085; Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083 und Bind, Marie-Abèle C. (2022): A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota.
In: PLOS Computational Biology 18(5), e1010044 [PDF, 2MB]

Hyun, Sangwon; Mishra, Aditya; Follett, Christopher L.; Jonsson, Bror; Kulk, Gemma; Forget, Gael; Racault, Marie-Fanny; Jackson, Thomas; Dutkiewicz, Stephanie; Müller, Christian L. und Bien, Jacob (2022): Ocean mover's distance: using optimal transport for analysing oceanographic data. In: Proceedings of the Royal Society of London, Series A : Mathematical, Physical and Engineering Sciences, Bd. 478, Nr. 2262, 20210875

Maddu, Suryanarayana; Sturm, Dominik; Müller, Christian L. und Sbalzarini, Ivo F. (2022): Inverse Dirichlet weighting enables reliable training of physics informed neural networks. In: Machine Learning: Science and Technology, Bd. 3, Nr. 1, 15026

Ostner, Johannes; Carcy, Salomé und Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083 (7. Dezember 2021): tascCODA: Bayesian Tree-Aggregated Analysis of Compositional Amplicon and Single-Cell Data. In: Frontiers in Genetics, Bd. 12, 766405 [PDF, 4MB]

Peschel, Stefanie; Müller, Christian L.; Mutius, Erika von; Boulesteix, Anne-Laure und Depner, Martin (2020): NetCoMi: network construction and comparison for microbiome data in R. In: Briefings in Bioinformatics, Bd. 22, Nr. 4, bbaa290 [PDF, 1MB]

Combettes, Patrick L. und Müller, Christian L. (2020): Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications. In: Statistics in Biosciences, Bd. 13, Nr. 2: S. 217-242

Combettes, Patrick L. und Müller, Christian L. (2020): Perspective maximum likelihood-type estimation via proximal decomposition. In: Electronic Journal of Statistics, Bd. 14, Nr. 1: S. 207-238

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