Development and Evaluation of Two Approaches of Visual Sensitivity Analysis to Support Epidemiological Modeling

Abstract

Algorithm-centric, Visualization-assistedObserve Enrich c Fig. 1. An algorithmic approach to sensitivity analysis typically takes the data of ensemble runs, such as the parameter sets (a) and outputs (b), and estimates the sensitivity of each parameter (c). This algorithmic-centric approach can be assisted by visualization (d) that enriches the basis numerical measures, and be complemented by a visualization-centric and algorithm-assisted approach (e).