I don't quite understand why 'Scenario analysis can be applied in situations where there are numerous distribution functions involved', would you please elaborate?
Why would that be a problem? Maybe easier to answer if you can be a little more specific by elaborating on your question or point to where the problem/doubt arises, or just give an example.
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