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A risk analyst at a bank is calculating credit risk for various types of assets in the bank's portfolio. The analyst begins by estimating the parameters used as inputs to these calculations, and encounters several challenges while doing so. Which of the following will the analyst find to be correct regarding the estimated inputs for credit risk calculations?