Lebanese-American mathematical statistician, option trader, risk analyst and author (born 1960)
Many scientists... are... subject to such foolishness... One flagrant example is... global warming... These scientists initially ignored the fact that these [high temperature] spikes, although rare, had the effect of adding disproportionately to the cumulative melting of the ice caps. ...[A]n event, although rare, that brings large consequences cannot be ignored.
In most disciplines... asymmetry does not matter. ...People in most fields ...do not have problems eliminating extreme values from their sample, when the difference in payoff between different outcomes is not significant ...A professor ...removes the ...s, and takes the average of the remaining ones, without ...being ...unsound. A casual weather forecaster does the same ...So people in finance borrow the technique and ignore infrequent events, not knowing that the effect ...can bankrupt a company.
Just as an animal could have survived because its sample path was lucky... free of the evolutionary rare event, the "best" operators in a given business can... One vicious attribute is that the longer these... can go without encountering the rare event, the more vulnerable they will be to it. ...[S]hould one extend time to infinity, then by , that event will happen with certainty—the species will be wiped out! For evolution means fitness to... only one time series, not the average of all possible environments.