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Enron Mail |
I was curious about the accuracy of our credit reserve model as a function of
the number of simulations we use. This question, I think, is not so important when we calculate credit reserve, because the assumptions underlying our model are pretty rough anyway (here I mean the assumptions regarding price processes, correlations, etc.) This question becomes more essential when we talk about calculating sensitivities of the credit reserve to various factors. When the magnitude of the sensitivity is comparable to the accuracy of calculation of the credit reserve, what is the accuracy of such sensitivity? I performed a numerical experiment where I calculated the expected loss for a simple portfolio with one counterparty (SITHE IND POWER) for different number of simulations (10, 100, 1000, 10000, 100000) using old research credit model. You can see how the result converges and the relative error (compared to the result for 100000 simulations which is assumed to be the most accurate) in the attached file. Tanya.
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