It was the beginning of the It o calculus, the counterpart of the Leibniz-Newton calculus for random functions. The It o formula is the chain rule for the Itocalculus.Butitcannotbe expressed as in the Leibniz-Newton calculus in terms of derivatives, since a Brownian motion path is nowhere di?erentiable.