A primary message of the financial crisis was that the very complexity of the statistical
methods used to measure and manage risk made it increasingly difficult for an analyst to
convey the approach adopted and the content of the analysis, and for top management and
boards to assess and exercise judgement over the risks being taken. Statistical and mathematical
sophistication ended up not containing risk, but providing false assurance that the emerging
risks could be safely ignored