Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models
Olivia Eriksson, Alexandra Jauhiainen, Sara Maad Sasane, Andrei Kramer, Anu G. Nair, Carolina Sartorius, Jeanette Hellgren Kotaleski
The paper combines Bayesian analysis and global sensitivity analysis to quantify and propagate uncertainty in dynamical intracellular pathway models, identifying key parameters for experimental focus.
Bioinformatics · Jul 13, 2018Peer-reviewedSystems Biology