Analysis of sloppiness in model simulations: unveiling parameter uncertainty when mathematical models are fitted to data

Gloria M. Monsalve-Bravo, Brodie A. J. Lawson, Christopher Drovandi +7

This work introduces a comprehensive approach to assess the sensitivity of model outputs to changes in parameter values, constrained by the combination of prior beliefs and data. T…