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,Jonathan Wren

Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models

2019

Olivia Eriksson
Alexandra Jauhiainen
Sara Maad Sasane
Andrei Kramer
Anu G. Nair
Carolina Sartorius
Jeanette Hellgren Kotaleski
Jonathan Wren

AbstractMotivation. Dynamical models describing intracellular phenomena are increasing in size and complexity as more information is obtained from experiments.

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