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Inference of Finite Mixture Models and the Effect of Binning

E. Geissen, J. Hasenauer, and N. Radde. Statistical Applications in Genetics and Molecular Biology, 18 (4): 20180035 (2019)
DOI: 10.1515/sagmb-2018-0035

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Univ. -Prof. Dr. Nicole Radde University of Stuttgart

Nicole Frommer University of Stuttgart

E. Garrelts

E. Zafeiriou

Nicole Lampa University of Stuttgart

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Flanking sequences influence the activity of TET1 and TET2 methylcytosine dioxygenases and affect genomic 5hmC patternsS. Adam, J. Bräcker, V. Klingel, B. Osteresch, N. Radde, J. Brockmeyer, P. Bashtrykov, and A. Jeltsch. Communications Biology, 5 (1): 92 (Jan 24, 2022)Hamiltonian Monte Carlo Methods for Efficient Parameter Estimation in Steady State Dynamical SystemsA. Kramer, B. Calderhead, and N. Radde. BMC Bioinformatics, (2014)The effect of normalisation and error model choice on the distribution of the maximum likelihood estimator for a biochemical reactionC. Thomaseth, and N. Radde. IET systems biology, 17 (1): 1-13 (2022)A computational model of PKD and CERT interactions at the trans-Golgi network of mammalian cellsP. Weber, M. Hornjik, M. Olayioye, A. Haußer, and N. Radde. BMC systems biology, (2015)Reversible switching and stability of the epigenetic memory system in bacteriaD. Graf, L. Laistner, V. Klingel, N. Radde, S. Weirich, and A. Jeltsch. The FEBS journal, 290 (8): 2115-2126 (2022)The effect of normalisation and error model choice on the distribution of the maximum likelihood estimator for a biochemical reactionC. Thomaseth, and N. Radde. IET systems biology, 17 (1): 1-13 (2023)The tumor suppressor protein DLC1 maintains protein kinase D activity and Golgi secretory functionA. Jensch, Y. Frey, K. Bitschar, P. Weber, S. Schmid, A. Haußer, M. Olayioye, and N. Radde. Journal of biological chemistry, 293 (37): 14407-14416 (2018)Identification of Models of Heterogeneous Cell Populations from Population Snapshot DataJ. Hasenauer, S. Waldherr, M. Doszczak, N. Radde, P. Scheurich, and F. Allgöwer. BMC Bioinformatics, (2011)DNA sequence-dependent activity and base flipping mechanisms of DNMT1 regulate genome-wide DNA methylationS. Adam, H. Anteneh, M. Hornisch, V. Wagner, J. Lu, N. Radde, P. Bashtrykov, J. Song, and A. Jeltsch. Nature Communications, 11 (1): 3723 (2020)Bayesian estimation reveals that reproducible models in Systems Biology get more citationsS. Höpfl, J. Pleiss, and N. Radde. Scientific reports, (2023)