Recent reports to regulators illustrate the difficulties banks have had predicting the riskiness of certain business activities during volatile periods.

J.P. Morgan & Co. and Bankers Trust Corp. both said this week that their own statistical models, used to measure the degree of risk they take in activities such as trading, essentially broke down during the third quarter as those businesses proved far more unstable than had been forecast.

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