Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions
(2018)
Journal Article
Vernon, I., Liu, J., Goldstein, M., Rowe, J., Topping, J., & Lindsey, K. (2018). Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions. BMC systems biology, 12, Article 1. https://doi.org/10.1186/s12918-017-0484-3
Many mathematical models have now been employed across every area of systems biology. These models increasingly involve large numbers of unknown parameters, have complex structure which can result in substantial evaluation time relative to the needs... Read More about Bayesian uncertainty analysis for complex systems biology models: emulation, global parameter searches and evaluation of gene functions.