Global sensitivity indices for nonlinear mathematical models. Review

Abstract

This is a review of global sensitivity indices that were introduced in I.M. Sobol ' (1990).These indices allow to analyze numerically the structure of a nonlinear function defined analytically or by a "black box".As an example the Brownian bridge is considered and an example of the application of global sensitivity indices in finance is presented.