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collateralized debt obligation, credit-linked note, vulnerable options, and so). 6. Forward-Looking Monte Carlo Simulation We now explain forward-looking Monte Carlo simulation, which is a numerical approach for predicting the future value of equity. When used to predict the future value of equity,