Infection and RNA-seq analysis of a zebrafish tlr2 mutant shows a broad function of this toll-like receptor in transcriptional and metabolic control and defense to … W Hu, S Yang, Y Shimada, M Münch, R Marín-Juez, AH Meijer, ... BMC genomics 20, 1-18, 2019 | 35 | 2019 |
Learning from a lot: Empirical Bayes for high‐dimensional model‐based prediction MA van de Wiel, DE Te Beest, MM Münch Scandinavian Journal of Statistics 46 (1), 2-25, 2019 | 28 | 2019 |
Adaptive group-regularized logistic elastic net regression MM Münch, CFW Peeters, AW Van Der Vaart, MA Van De Wiel Biostatistics 22 (4), 723-737, 2021 | 24 | 2021 |
Semi‐supervised empirical Bayes group‐regularized factor regression MM Münch, MA van de Wiel, AW van der Vaart, CFW Peeters Biometrical Journal 64 (7), 1289-1306, 2022 | 5 | 2022 |
Drug sensitivity prediction with normal inverse Gaussian shrinkage informed by external data MM Münch, MA van de Wiel, S Richardson, GGR Leday Biometrical Journal 63 (2), 289-304, 2021 | 2 | 2021 |
Learning from a lot: Empirical Bayes in high-dimensional prediction settings MA van de Wiel, DE Beest, M Münch arXiv preprint arXiv:1709.04192, 2017 | 2 | 2017 |
An omics-based machine learning approach to predict diabetes progression: a RHAPSODY study RC Slieker, M Münch, LA Donnelly, GA Bouland, I Dragan, D Kuznetsov, ... Diabetologia, 1-10, 2024 | 1 | 2024 |
RNA-seq analysis of a zebrafish tlr2 mutant shows a broad function of this Toll-like receptor in transcriptional and metabolic control and defense to Mycobacterium marinum … S Yang, W Hu, Y Shimada, M Münch, R Marín-Juez, AH Meijer, ... bioRxiv, 742601, 2019 | 1 | 2019 |
Empirical Bayes applications in biomedical high-dimensional prediction MM Münch Leiden University, 2021 | | 2021 |
Using co-data to empower genomics-based prediction and variable selection MM Münch, MM Van Nee, MA van de Wiel Book of short papers-SIS 2020, 34-39, 2020 | | 2020 |
Lifting the curse of dimensionality MM Münch, M van de Wiel, A van der Vaart | | 2016 |
Empirical Ba es applications in biomedical high-dimensional prediction MM Münch | | |
Adaptive group-regularized logistic elastic net regression Supplementary material MM Münch, CFW Peeters, AW van der Vaart, MA van de Wiel | | |