For all their supposed mathematical basis, in reality a lot of these models are based on curve fitting ultimately.<p>Assumptions are made and treated almost as axioms. Things like &quot;Russia will never default on its debt&quot;. Well they did, and so bye bye Long Term Capital and nearly bye bye most of the worlds financial markets.