Dimensioning Dependency, Correlation, Causality and Mutuality for multiple risk factors is an important modelling exercise risk analysts should entertain. Not doing so is one of the reasons why CAPM is busted.
Let’s look at a very straight forward method for measuring correlation in risk variables and for propagating a final outcome.
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