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Hi mswoonc, check out these resources:

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Well without the use of matrices the analysis for changes in the price of nonlinear portfolios that have risk factors becomes extremely complex. For example, it is easy to use matrices to solve a set of simultaneous equations in many variables, such as the linear equations that arise when you need to hedge an options portfolio against changes in its risk factors. Do you believe this is the most optimal method?

 

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