Robustness Metrics: How Are They Calculated, When Should They Be Used and Why Do They Give Different Results?

Robustness is being used increasingly for decision analysis in relation to deep uncertainty and many metrics have been proposed for its quantification. Recent studies have shown that the application of different robustness metrics can result in different rankings of decision alternatives, but there has been little discussion of what potential...